developer-productivity--utilities.md

🛠️ Developer Productivity & Utilities

Servers enhancing developer workflows, integrating with IDEs, accessing documentation, API exploration, code generation helpers, or general dev utilities.

• aidevelopers2/remoteopenclaw-mcp: MCP server and CLI that searches 13,870+ MCP servers, 4,384+ skills, and plugins from the terminal or an AI agent. Install: npx -y remoteopenclaw. Stdio transport, no API key.

• MarketNow: Trust layer and searchable MCP skill marketplace for agent commerce, with 8,560 MCP-compatible skills, Sentinel L1.5 security audits, AP2-compatible spending mandates, x402 payments, and human-in-the-loop defaults. Open source MIT. Install: npx -y marketnow-mcp. GitHub: https://github.com/edgarfloresguerra2011-a11y/marketnow.

• friendlygeorge/cron-scheduler-mcp-server: Cron job scheduling MCP server for AI agents with 7 tools to create, list, delete, run, monitor, pause, and resume jobs. SQLite persistence, retry logic, webhook triggers, systemd integration, and observability metrics. Install: npx @supernova123/cron-scheduler-mcp-server. Stdio transport, no auth. MIT.

• BARRYPMARSHALL/free33: A2A microservices platform with MCP-compatible services for code review, security scanning, WASM compilation, structured parsing, log analysis, dependency audit, config validation, PR descriptions, complexity analysis, and schema inference.

• Dedicated Mac Mini AI Bot Setup MCP: Read-only hosted MCP endpoint for evaluating dedicated Mac mini AI operator setup services, pricing, queue status, proof links, buyer routes, and setup guardrails. Streamable HTTP endpoint: https://www.emadibrahim.com/mcp.

• Clarvia MCP Server: Tool discovery and AEO quality scanner for MCP servers with search, scoring, trending tools, leaderboards, and comparison workflows. Install: npx clarvia-mcp-server.

• tiranmoskovitch-dev/mcp-api-bridge-lite: REST API to MCP bridge that converts YAML API definitions into MCP tools with support for common HTTP methods, authentication, headers, and parameter mapping. Install: pip install mcp-api-bridge-lite. MIT.

• rog0x/mcp-api-tools: API MCP tools for HTTP calls, JWT handling, headers, and request utility workflows. Install from the @rog0x npm package family. MIT.

• rog0x/mcp-json-tools: JSON MCP tools for validation, formatting, transformation, and structured data utilities. Install from the @rog0x npm package family. MIT.

• rog0x/mcp-npm-tools: npm MCP tools for package lookup, dependency workflows, and JavaScript package ecosystem automation. Install from the @rog0x npm package family. MIT.

• rafsilva85/skillflow-mcp-server: MCP server for connecting AI coding agents to the SkillFlow marketplace of 500+ curated AI skills with trust metrics and performance data. Local stdio via npx -y skillflow-mcp-server; Streamable HTTP via skillflow-mcp-http or Smithery. No API keys required. MIT.

• aidi1723/OmniGlyph : Local symbol ground-truth MCP server for Unicode/Unihan lookup, domain-term normalization, output guardrails, and code-symbol linting. Detects homoglyphs, zero-width spaces, and suspicious Unicode before agents reason over text. Published on PyPI as omniglyph and registered in the MCP Registry.

• KyaniteLabs/DialectOS: Spanish dialect localization MCP server and CLI — translate and QA across 25 regional variants with register control and structure preservation.

• incultnitollc/mcp-probe - CLI health-check for MCP servers. Enumerates tools/resources/prompts, calls them, validates schemas, prints pass/fail scorecard. CI-friendly (exits 0/1).

• HarperZ9/telos: Project Telos source-checkout MCP workbench for local AI-agent development. Exposes Gather, Index, Forum, Crucible, and Telos servers for workspace maps, provenance receipts, routing ledgers, action receipts, context packs, and MATCH/DRIFT/UNVERIFIABLE doctor checks. Transport: stdio and streamable-http catalog surfaces. Auth: no auth for local source-checkout tools. Clients: Codex, Claude, OpenAI Agents/Apps, Cursor, VS Code, and other MCP hosts. License: FSL-1.1-ALv2.

• gyuch-an02/claude-omakase — MCP server plus bundled Claude skill that recommends and installs Claude Code skills from a federated catalog after explicit user approval.

• olo-dot-io/Uni-CLI: Self-repairing CLI catalog that exposes web, desktop apps, Electron apps, and bridge CLIs as deterministic commands through one MCP server. Declarative YAML adapters with structured error envelopes let agents fix failing adapters and retry. Live catalog size and per-call token budget tracked in the repo's README and docs/BENCHMARK.md.

• sarveshsea/memi: Agent design CI and interface understanding for coding agents. Audits UI debt, extracts Tailwind tokens, ships focused Agent Skills, exposes 40+ MCP tools, and enforces file-anchored UI quality gates.

• dejuknow/md-redline: Inline review comments for markdown specs and design docs. Agents request human review mid-task via MCP and pause until you send feedback. Comments stored as invisible HTML markers in the markdown file itself.

• walkojas-boop/regexforge: Deterministic regex synthesis. Send labeled examples, get a battle-tested regex + test matrix + backtracking-risk analysis. Zero LLM at serve time. $0.002/call. Live at https://regexforge.jason-12c.workers.dev/.

• walkojas-boop/ghostdom: Headless-browser-as-JSON for AI agents. POST a URL, get rendered DOM + text + screenshot from real Chromium. Memorymarket pricing: first agent to render a URL earns 90% of cache-hit fees from subsequent agents within a 10-min TTL. Stack: Cloudflare Workers + Durable Objects + KV + x402. Live at https://ghostdom.jason-12c.workers.dev/.

• walkojas-boop/linkpulse: URL reality check for AI agents. Returns status, SHA-256 content hash, classification, readability score, title, and wayback-machine fallback when dead. Cached 10 min, $0.001 per call. Live at https://linkpulse-neon.vercel.app/.

• walkojas-boop/jsonshelf: Deterministic JSON repair, validation, example-generation, and schema-coercion API for AI agents. Zero LLM calls, sub-10ms, $0.0005 per call. Live at https://jsonshelf.vercel.app/.

• lazymac2x/lazymac-mcp — Unified MCP server exposing 42+ developer tools (qr, ip-geo, ai-cost, llm-router, k-privacy, korean-nlp) backed by Cloudflare Workers. npx -y @lazymac/mcp

• lazymac2x/lazymac-k-mcp — Korean wedge MCP — PIPA compliance, KRW + BOK rates, 사업자등록번호 lookup, address geocoding, NLP. npx -y @lazymac/k-mcp

• uAI-solana/useful-ai-mcp: Fully dynamic MCP server exposing 200+ shared utility tools for AI agents. Tool list updates automatically based on real usage data. Dispatch tasks in plain English, get structured output. No auth required. https://api.usefulai.fun/mcp

• CristianCiubancan/sequentialthinking: Facilitates dynamic problem-solving through structured, step-by-step thinking processes.

• hyperpolymath/boj-server: Unified MCP server with 40+ tools covering GitHub, GitLab, Cloudflare, Vercel, Gmail, Calendar, browser automation, research, ML, and 50+ pluggable cartridges for extensible developer workflows.

• jkosik/mcp-server-splunk: Facilitates seamless integration with Splunk by providing a Go-based MCP server supporting STDIO and SSE modes.

• twinic/Twinic-server: Facilitates the installation and configuration of MCP servers through simple prompts, integrating with npm and PyPi.

• ejoyee/ej-mcp-server-gdrive: Integrates with Google Drive to enable file listing, reading, and searching capabilities.

• ElromEvedElElyon/claw-mcp-toolkit: Multi-purpose MCP toolkit with 26 tools across 5 modules — crypto (prices, trending, Fear & Greed), web (fetch, DNS, SSL, SEO), social (tweet gen, threads, content calendar), finance (stocks, forex, portfolio, invoices), and productivity (pomodoro, tasks, notes, reminders). Zero API keys, zero config. MIT license.

• joshuayoes/deno-kv-mcp: Facilitates interaction with Deno KV instances through a robust MCP server, enabling seamless key-value operations.

• elhadjaoui/pr_reviewer: An MCP server that integrates with Claude Desktop to analyze GitHub Pull Requests and automatically saves reviews to Google Drive.

• skeet-build/skeet-local: Facilitates seamless integration and configuration of Skeet MCP tools for database and search operations.

• Demontie/mcp-google-sheets: Facilitates seamless data interaction with Google Sheets through a Model Context Protocol server.

• slavahatnuke/octolis-tech-support: Facilitates technical support operations through MCP server configurations.

• Hizuki1030/visa-mcp: Facilitates the control of oscilloscopes using the VISA architecture through an MCP server, enabling seamless integration and automation of various measurement tasks.

• charlesmuchene/pref-editor-mcp-server: Facilitates editing Android preferences through a dedicated MCP server, leveraging the Android Preference Editor tool.

• b3nguang/Server-Inspection-MCP: Facilitates server inspection through an MCP program running on a PC, interfacing with server agents.

• ssaitho/design-system-mcp-sandbox: Facilitates retrieval of component information from a design system in a sandbox environment.

• PyneSys/patch-file-mcp: Facilitates precise file modifications using block format patches, ensuring safety and efficiency for AI-driven file editing tasks.

• Sofias-ai/mcp-sharepoint: Facilitates seamless interaction with Microsoft SharePoint resources through a lightweight MCP server, optimizing document management operations.

• ZebraRoy/review-toolkit-mcp: Facilitates AI-driven code review sessions with features for session management, file tracking, and report generation.

• Aryan1718/mcp-sever-google-sheets: Facilitates seamless interaction with Google Sheets for data manipulation through an MCP server.

• Xutaotaotao/mcp-get-installed-apps: Enables AI assistants to discover installed applications on MacOS and Windows through the Model Context Protocol.

• yo-ban/poly-mcp-client: A Python client library for managing connections to MCP servers, adapting tool definitions for Anthropic, OpenAI, and Gemini.

• furey/lifx-api-mcp-server: Facilitates natural language control of LIFX smart lighting devices via the LIFX HTTP API, enabling actions like light management and effect activation through LLMs.

• yasu89/switch-bot-mcp-server: Facilitates interactive control of SwitchBot devices using the Model Context Protocol.

• iamkaia/mcp-server-implement: A collection of five MCP servers for integration with Claude Desktop, offering functionalities like email management, web page fetching, document manipulation, and filesystem operations.

• jsnanigans/mcpm: A command-line tool for managing and proxying MCP servers, facilitating JSON-RPC communication and server configuration.

• mhappy78/mcp_ai_local_memory: Facilitates file management operations on local systems using Model Context Protocol, enabling AI-driven local memory storage.

• miraclebakelaser/porkbun-mcp-server: Facilitates domain, DNS, and SSL management through the Porkbun API for MCP-compatible clients.

• urijan44/pr_creator_mcp: Automates GitHub Pull Request creation with integration support for tools like Cursor and Claude.

• sbarbett/pihole-mcp-server: Facilitates AI assistants in managing and querying Pi-hole configurations and metrics through a Model Context Protocol server.

• ManuDelAguila/mcp-tealium: Facilitates interaction with Tealium through a dedicated MCP server.

• jaavier/mcp-inspector: The MCP Inspector is a developer tool designed for testing and debugging MCP servers, offering both a UI and CLI mode for versatile interaction.

• thesoulless/usqlmcp: Facilitates SQL database interactions through a universal MCP interface, supporting query execution and schema management.

• taggartbg/vibeframe: Vibeframe is a VSCode extension that enables seamless integration of MCP server UIs directly within the IDE, supporting server discovery and secure communication.

• nandishnagaraj/zephyr-mcp-server: Integrates with Zephyr Scale to fetch and filter test cases using the Model Context Protocol.

• Disdjj/mcp-coco: Facilitates pair programming by providing a question-and-answer interface for code review, enhancing collaboration with Codelf.

• rajpanjabi/MCP: A lightweight server providing GitHub utilities for AI applications to interact with repositories, featuring functions like fetching repository summaries and recent commits.

• solaconsay/netsensei: NetSensei empowers network administrators with a suite of tools for network diagnostics and management using the Model Context Protocol.

• a-tak/get-time-mcp: Provides the current system date and time in a timezone-aware format to address Claude's limitations.

• DriesMeerman/sn-dev-mcp: Facilitates interaction between MCP-enabled development tools and ServiceNow instances by querying the ServiceNow REST API for environment details.

• slkreddy/mcp: Facilitates local MCP server setup and integration with cursor tool for executing Python scripts.

• dx-zero/mcp-starter: A foundational kit for creating custom MCP servers with AI assistant integration, featuring extensible tooling and minimal setup.

• savhascelik/meta-api-mcp-server: A meta API Gateway server enabling seamless integration of multiple APIs with LLMs through MCP, facilitating direct interaction with real-world data sources.

• japan4415/MCPallete: MCPallete is a Rust TUI tool for interactively managing multiple MCP server configurations and presets with live-coded precision.

• netanelgilad/remote-mcp-server: Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.

• deepmihir/MCP-Server-Tutorial: Facilitates documentation search for Python libraries using Claude and integrates with Google Search API for enhanced web scraping capabilities.

• mixcoffee88/aa-mcp-test: Enables access to Adobe Analytics API through MCP, offering comprehensive report and component retrieval capabilities.

• playous/MCP-PRACTICE: A practice repository for integrating MCP architecture with Spring Framework, focusing on RESTful API development and server-side logic implementation.

• thomasgazzoni/vsc-mcp: Facilitates AI-driven code analysis and editing for TypeScript/JavaScript using LSP and MCP tools.

• vilasone455/vscode-context-mcp: Facilitates AI assistants in accessing and manipulating VSCode context and filesystem for enhanced software development support.

• EmundoT/mcp-mem0-ts: A TypeScript implementation of an MCP server integrated with Mem0, enabling AI agents to manage long-term memory through semantic search and storage.

• OwnID/claude-desktop-mcp-installer: Facilitates the integration of MCP servers into Claude Desktop by updating configuration files with server details.

• goworkwize/wize-mcp: Facilitates secure access to the Workwize Public API via MCP tools, with easy extensibility for new functionalities.

• Moe03/mcp-express-adapter: Facilitates the deployment of multiple MCP clients on a NodeJS Express server, enabling scalable and efficient tool integration.

• LuckyCurve/mcp: Facilitates the execution of MCP servers using SQLite and Python for streamlined operations.

• oripitch/remote-mcp-server: Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.

• MeganHarrison/remote-agents: Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.

• Genesis-N-dev/gusto-mcp: Integrates with Gusto's payroll API to provide structured tools for LLM agents, enabling access to payroll and employee data.

• L33gn21/mcp-examples: Explore Python and Spring implementations of MCP servers with OpenAI API integration for seamless client-server communication.

• easdkr/mcp-poc: A TypeScript-based server implementing a notes system with resources, tools, and prompts for generating summaries.

• patruff/genkit_a2a_dnd: A virtual D&D tavern system with interactive character agents using MCP for enhanced narrative experiences and agent-tool integration.

• ianpilon/Ians-MCP-server: Serves RTF files via a simple MCP server, easily deployable on Vercel and configurable with Windsurf.

• Love-AronaPlana/ACC: Auto-Central-Control (ACC) is a modular automation control system leveraging MCP for seamless integration of file system operations, Excel processing, and web browsing services.

• knowhereto/moin-mcp: Facilitates seamless interaction between AI platforms and the moinAI Knowledge Base for dynamic content management and integration.

• lumix-labs/swift-prompter: Swift Prompter integrates Google's prompt engineering techniques into Claude, enhancing AI interactions with research-backed strategies.

• roy2an/toolbox-mcp-server: Facilitates note storage and summarization with a custom URI scheme and prompt-based summarization tool.

• anshuopinion/react-icons-mcp: Facilitates AI coding tools in accessing and understanding the React Icons library for enhanced coding assistance.

• maxmurphySF/arc-mcp-server: The ARC MCP Server seamlessly integrates AI models with ARC's enterprise application framework, enhancing productivity and accelerating development cycles.

• blck-snwmn/hello-mcp-prompt: Generates design document templates using AI with minimal input via an MCP server.

• jacksteamdev/string-length-server: Provides a reliable tool for counting characters in a string, addressing LLMs' common inaccuracies in character counting.

• gusteycamargo/mcp-debug-server: Facilitates debugging by integrating MCP server capabilities with Discord channels for streamlined communication.

• excellentcom/mcp-difyworkflow-server: Facilitates the query and invocation of custom Dify workflows, enabling on-demand operations through an MCP server.

• nccasia/mezon-mcp: Enables LLMs to interact with Mezon channels for sending and reading messages through Mezon's API.

• sparshdrolia/Persistent-code-mcp: Facilitates persistent semantic understanding of codebases by creating and maintaining a knowledge graph, enabling advanced semantic search and context management across sessions.

• varunidealabs/simple-calculator-mcp-server: A custom server offering arithmetic calculation tools for AI assistants, enhancing their mathematical operation capabilities.

• sjwoo1999/cursor-talk-to-figma-mcp: Facilitates seamless communication between Cursor AI and Figma for automated design modifications and interactions.

• Nathan-L256/nodit-mcp-server-poc: A proof-of-concept MCP server utilizing the Nodit API for seamless integration and testing.

• leo-guinan/remote-mcp-server: Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.

• nowucca/quack-mcp-server: Quack automates code analysis and testing for Python, offering linting and static type analysis through an MCP server.

• imax09-wq/DesktopCommanderMCP: Enhance Claude Desktop with terminal command execution, process management, and advanced file operations using Model Context Protocol.

• allenzhou101/remote-mcp-server: Deploy a remote MCP server on Cloudflare Workers with OAuth login, enabling seamless integration with tools like Claude Desktop.

• Franco-yvr/my-mcp-server-example: Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.

• Workman/remote-mcp-server: Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.

• jodobear/sparcaroo: Enhance Roo-Code agents with domain-specific context using an MCP server for improved autonomous software development.

• SzczepanBEN/remote-mcp-server: Deploy a remote MCP server on Cloudflare Workers with OAuth login, enabling seamless integration with tools like Claude Desktop.

• ShenSeanChen/launch-mcp-demo: A versatile MCP server offering command-line tools for file management, weather updates, and WhatsApp chat analysis, with integrations for Supabase, Stripe, and GitHub in Cursor IDE.

• Pekno/mcp-commit-helper: Enhances Git commit messages by analyzing diffs and suggesting conventional messages using LLMs like Claude.

• lomen-org/tools: Lomen is a plugin-based framework that integrates blockchain tools with AI agents and language models, featuring an MCP server for seamless tool registration and execution.

• clay-inc/clay-mcp: Facilitates contact and interaction management through a Model Context Protocol server for Clay, enabling efficient search and organization of personal and professional networks.

• zaruous/mcp-server-hello: A Model Context Protocol server built with mcp-framework, featuring customizable tool development and integration with Claude Desktop.

• ktrysmt/mcp-think-as: Facilitates the execution of MCP server tasks using UV and Docker for streamlined integration and deployment.

• hannessolo/da-mcp: Facilitates document authoring interactions through an MCP server setup.

• theArjun/mcp-scripts: Facilitates the integration and configuration of MCP servers within VS Code, supporting Playwright and other dependencies for enhanced development workflows.

• Ferv0r2/figma-to-code-mcp: Automates the conversion of Figma design files into functional React/Next.js components using the MCP architecture.

• nwtgck/one-mcp: Facilitates the creation of single-tool MCP servers for tasks like word counting and random string generation.

• uproc-io/mcp: Facilitates decision-making by enabling MCP clients to reference public web data through the UProc toolset.

• qiuyurs/excel-tools-mcp: Facilitates seamless integration with large models for reading, creating, and updating Excel files using the MCP protocol.

• AxelPribadi/MCP-Tools: MCP-Tools offers a modular suite of servers to enhance service interactions, with each module providing unique functionalities.

• rose201107059/remote-mcp-server-test: Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.

• its-tim-lee/figma-developer-mcp-fixed: Enable AI-powered coding tools to access and implement Figma designs efficiently using the Framelink Figma MCP server.

• bhupas/auto-powerpoint: Facilitates seamless interaction with Microsoft PowerPoint through Claude Desktop, enabling tasks like creating presentations and managing slides.

• t3ta/contextswitcher: A lightweight gateway for managing multiple MCP servers, enabling seamless context switching and integration with tools like Claude Desktop and Roo Code.

• andredezzy/deep-directory-tree-mcp: Visualizes and analyzes directory structures with real-time updates and smart exclusions for efficient project navigation.

• Neshri/MCP_Function_Writer_Server: Generates Python function code from descriptions with optional human-provided test cases.

• wjlim/nf-core_mcp: Facilitates management and navigation of nf-core pipeline repositories, offering tools to list, search, and explore pipeline configurations and modules.

• garrettHensley/remote-mcp-server: Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.

• 302ai/302_sandbox_mcp: A secure MCP service enabling AI assistants to execute arbitrary code within a sandbox environment.

• xfetchai/xfetch-mcp: XFetch MCP Server enhances web content fetching by bypassing protection systems and rendering JavaScript for dynamic websites, enabling LLMs to retrieve and process content efficiently.

• TNEP4/Asteria: Asteria orchestrates productivity tools like Notion, Airtable, and Qdrant through Claude AI using MCP integrations for seamless project and task management.

• acomagu/vscode-as-mcp-server: Transform VSCode into an MCP server for seamless AI-assisted coding with tools like Claude Desktop.

• connectwithprakash/mcp-servers: Enhance AI assistants with custom capabilities through a collection of Model Context Protocol servers, including semantic search and course comparison for Great Learning's educational content.

• torohash/firecrawl-sse-mcp: Integrates Firecrawl web scraping API with AI assistants, offering automated web crawling, data extraction, and deep research capabilities.

• harshal-14/mcp_server_101: A practice repository for setting up Claude MCP protocol servers, including a weather app and SQLite database integration.

• CTND/mcp_zhitou_server: Facilitates real-time access to China A-Share stock market data for AI agents using the Zhitou HS Data API.

• Novakiki/mcp-gemini-server: Facilitates seamless integration of Google's Gemini model capabilities into MCP-compatible systems, enabling AI interoperability and enhanced application development.

• aki-kii/mcp-uuid: Provides a simple service for generating UUIDs through an MCP server.

• marchellodev/reviewer-mcp: Facilitates AI-assisted code reviews by executing shell commands through the Model Context Protocol.

• Aaryash-Shakya/mcp-servers: Utilize TypeScript SDK to develop versatile MCP servers for various applications.

• ibrahimTaskin/mcp-sample: Provides file listing functionality through a simple MCP server implementation.

• Nhahan/mcp-agent: A versatile AI agent web container enabling natural language processing and tool invocation through a web API, integrated with MCP servers for multilingual support and interaction logging.

• BTankut/MCP_Revit: Facilitates AI-driven BIM automation by integrating Autodesk Revit with AI clients through a Node.js MCP server and a Revit plugin.

• ihiteshsharma/figma-mcp-server: Facilitates design creation and editing in Figma through Claude integration, enabling seamless UI/UX development.

• shtse8/NexusTools: NexusTools provides a secure and efficient toolkit for AI agents to perform essential filesystem operations within a defined project root using the Model Context Protocol.

• harshithb3304/libre-office-mcp: Facilitates AI assistants like Claude to seamlessly interact with LibreOffice documents for creation, editing, and formatting tasks.

• ajot/remote-mcp-server: Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.

• jongkwang/hello-mcp-server-python: A Python server example that provides BMI calculation and weather lookup tools for LLMs using the Model Context Protocol.

• HosakaKeigo/spreadsheet-mcp-server: Facilitates direct access to Google Spreadsheet data for LLMs through a Model Context Protocol server.

• HikaruEgashira/gas-clasp-mcp: Facilitates Google Apps Script management via command-line integration with Clasp, leveraging Deno for execution.

• joe960913/remote-mcp-server: Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.

• RIKTESH89/mcp_client: A TypeScript bridge connecting local LLMs to MCP servers, enabling open-source models to utilize advanced tools for tasks like filesystem operations, web search, and email management.

• lumix-labs/swift-coder: Swift-Coder seamlessly integrates Claude's AI capabilities into your local development environment, offering a cost-effective and customizable AI coding assistant.

• sangcnguyen/gridly-mcp-server: Facilitates project, grid, and database management through the Gridly API with comprehensive MCP server functionalities.

• stevearagonsite/PythonServerMcp: Provides real-time cryptocurrency price information via an MCP server built with Python and Docker, integrating CoinMarketCap API for seamless data retrieval.

• yhwancha/mcp_server_starter_typescript: A TypeScript starter template for building customizable Model Context Protocol servers with sample tool implementations.

• thirdstrandstudio/mcp-yeoman: Integrates AI agents with Yeoman generators to programmatically search for and execute project scaffolding templates.

• TinyMurky/go_mcp_practice: A Go-based MCP server practice project featuring SSE server setup and tool invocation for arithmetic operations.

• abekdwight/mermaid-mcp-server: Facilitates AI interaction with Mermaid diagrams by validating syntax, rendering to SVG, and providing documentation links.

• Hypersequent/qasphere-mcp: Facilitates integration with QA Sphere test management system, enabling LLMs to interact with test cases through MCP.

• wjessup/github-mcp-server-review-tools: Enhance GitHub pull request review processes with extended MCP server tools for managing comments and threads.

• elienaibh/mcp-clone-c: A proxy MCP server facilitating integration between Claude and JetBrains IDEs, enabling seamless client request redirection.

• ganesh-karthick/MCPServer: Facilitates agentic workflows with a simple MCP server setup, integrating seamlessly with Claude Desktop.

• retz8/pocha-mcp-server: Generates type-safe TypeScript API functions for the Pocha project, supporting multiple HTTP methods and authentication handling.

• mjwegenka/gitlab-snippet-mcp: Facilitates interaction with GitLab Snippets through MCP, supporting both personal and project snippets with comprehensive operations.

• tgrall/mcp-imas: Provides an interface to interact with IMAS data schemas, facilitating integration with MCP clients.

• K-Mistele/mcpwrap: Facilitates the integration of CrewAI agents into MCP-compatible systems, enhancing agent orchestration capabilities.

• kimasplund/mcp-pypi: A robust Python client and CLI tool for interacting with PyPI, featuring a JSON-RPC 2.0 compliant server for seamless integration with AI assistants supporting the MCP protocol.

• Lm905/mcp-utils: MCP Utils offers a versatile toolset for ZIP file management and WebP image conversion, leveraging the Model Context Protocol for efficient processing.

• greek-zzf/github-mcp-demo: A TypeScript-based MCP server implementing a simple notes system with resources, tools, and prompts for note management and summarization.

• Witty9967/resume-mcp: Enhances AI assistants to automatically update JSON Resumes by analyzing coding projects and integrating with GitHub and OpenAI.

• Laity624/my-mcp-server: Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.

• mwickett/blitzer-mcp: Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.

• sethdford/vibe-coder-mcp: Vibe-Coder-MCP enhances AI assistants with advanced software development tools, facilitating research, planning, and project initiation.

• SwapnilSonker/figma_mcp: Facilitates AI-powered coding tools to access and utilize Figma design data for enhanced design implementation accuracy.

• rjadhavJT/docgen-mcp: Automates documentation creation from source files with template-based generation and integration with Google Drive, GitHub, and Perplexity.

• joakiti/remote-mcp-server: Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.

• tallpizza/mcp-codebase: Facilitates project management and analysis with an MCP server mode for backend operations.

• NamitGandhi30/mcp--testing: A web application designed to test and verify connections to MCP servers with an interactive JSON configuration interface.

• narumiruna/mcp-server-template: A template for setting up MCP servers with command-line integration for GitHub and PyPI.

• qwert666/mcp-server-foundry: Facilitates AI assistant interactions with Foundry datasets, ontology objects, and functions through a Model Context Protocol server.

• thomasdavis/zxzxasdaksdoerasdalskdjqweqkfa: Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.

• TechNavii/mcp_think: Leverage OpenAI's o3-mini model for deep thinking analysis via a standardized MCP interface.

• NapthaAI/auto-mcp: Transforms existing functions, tools, and agents into MCP servers with ease, facilitating seamless integration and deployment.

• khopilot/amazing-mcp-for-productivity: A curated collection of top MCP servers for enhancing productivity, web development, and AI engineering with Cursor.

• Cicatriiz/text-toolkit: TextToolkit offers over 40 specialized utilities for text transformation, encoding, formatting, and analysis, seamlessly integrating into AI workflows.

• danielpodrazka/editor-mcp: A Python-based text editor server utilizing FastMCP to enhance file operations for LLMs and AI assistants, offering a multi-step editing process for improved accuracy and reliability.

• aaadityasngh/ITM-Hackathon: BlenderMCP integrates Blender with Claude AI via MCP for enhanced 3D modeling and scene manipulation.

• twodoorsdev/react-native-debugger-mcp: Connects to React Native application debuggers to retrieve console logs from Metro.

• juramaia-ai/remote-mcp-server: Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.

• don-alberto/oboard_mcp: Facilitates seamless integration of CMBlu's OKR data with LLMs by connecting to the Oboard API and providing context-aware responses.

• Niell007/remote-mcp-server: Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.

• jefersonprimer/mcp-primer-server: A TypeScript-based server project designed for seamless integration with Cursor IDE, facilitating MCP server operations.

• digitarald/vscode-mcp-installer-docs: Facilitates the installation of MCP servers in VS Code through TypeScript-based tools for generating CLI commands and URIs.

• nasimali5/mcpup: Enhance Unity Editor automation with a cross-platform MCP server, enabling seamless integration and real-time synchronization across game development tools.

• pagoenka/nbi-mcp-agent: Enhance Jupyter Notebook with an MCP Agent extension for managing and configuring MCP server settings directly within the notebook environment.

• 0xdwong/sui-mcp: A toolkit for integrating MCP features with the Sui blockchain, offering network environment support and development tools.

• kazuph/mcp-devin: A TypeScript-based MCP server that integrates Devin AI with Slack, enabling seamless task management and communication between Devin sessions and Slack threads.

• TencentEdgeOne/edgeone-pages-mcp: Deploy HTML content to EdgeOne Pages with automatic public URL generation for fast edge access.

• jimbobbennett/dart-mcp-demo: A demo MCP server in Dart showcasing basic implementation and client configuration.

• WynnD/mcp-server-shortcut: Facilitates AI assistants' interaction with Shortcut.com's ticket management system, enabling story management and workflow retrieval.

• kunalworldwide/mcp_server_demo: A collection of MCP servers that enhance Claude's capabilities by integrating real-time data from weather forecasts, movie databases, and university information.

• sdaaron/coze-workflow-mcp: Facilitates the integration of the Coze workflow into Claude and Cursor environments through a customizable MCP server setup.

• nishimotz/pyconjp-mcp-tool: Retrieve the latest article titles from PyConJP 2025 Chair's daily report using this experimental MCP tool.

• jhj0517/mcp-python-tutorial: A Python tutorial app demonstrating core MCP concepts with a simple local database and mock data.

• iflytek/ifly-workflow-mcp-server: Facilitates intelligent workflow scheduling and execution using iFlytek's MCP server, supporting diverse business scenarios with robust node and orchestration capabilities.

• easymcp/easymcp: EasyMCP seamlessly connects Claude Desktop and Cursor to external tools and services via MCP servers, offering secure, configurable, and expandable integrations.

• juanhenaoparra/mcp-n8n-workflow: A TypeScript-based MCP server designed to manage n8n workflows by handling text notes with URI access, creation tools, and summarization prompts.

• jenstangen1/pptx-xlsx-mcp: Facilitates AI-driven interactions with PowerPoint and Excel through MCP servers, enabling advanced presentation and spreadsheet management.

• yueliao11/FlowMind: FlowMind provides a comprehensive toolkit for managing Flow blockchain assets, enabling users to query account information, transaction history, and the latest block details.

• onurpolat05/n8n-Assistant: A Multi-Channel Platform server for creating an assistant that searches n8n documentation, example workflows, and community forums.

• sunfmin/mcp-go-debugger: A debugger interface for Go programs that integrates with MCP, offering features like launching, attaching, and stepping through code with Delve API support.

• AgentsWorkingTogether/mcp-sleep: Facilitates workflow management by introducing timed delays to control agent execution sequences.

• mrexodia/user-feedback-mcp: Facilitates human-in-the-loop workflows by integrating user feedback into desktop application development using MCP tools.

• dory-ai/n8n-mcp-bridge: Facilitates seamless integration of n8n workflows with MCP servers, enabling AI agents to utilize specialized tools without self-hosting.

• OctoMind-dev/octomind-mcp: Facilitates the creation, execution, and management of end-to-end tests using Octomind tools and resources.

• Tritlo/lsp-mcp: Facilitates interaction between LLMs and LSP servers for enhanced code suggestions and diagnostics.

• tejpalvirk/developer: Facilitates seamless project context management for developers, ensuring continuity across coding sessions with comprehensive dependency tracking and decision history.

• everettjf/MCPXcode: Facilitates seamless integration between Xcode and AI assistants, enhancing developer workflows through context exchange and tool execution.

• thirdstrandstudio/mcp-tool-chainer: Facilitates efficient tool chaining and data processing by connecting multiple MCP tools in sequence, minimizing token usage and enhancing workflow performance.

• puryadianati/convert-figma-code-cursor: Facilitates seamless communication between Cursor AI and Figma for programmatic design modifications via MCP integration.

• vkogmail/cursortofigma: Enhance Figma design workflows with robust variable management and seamless integration through a TypeScript MCP server.

• yance-zhang/pumpfun-dune-mcp: A TypeScript-based MCP server implementing a simple notes system with resources, tools, and prompts for note management and summarization.

• muxi1998/android-studio-mcp-server: Enhance Android Studio with AI chat capabilities through the MCP Server plugin, enabling natural language interaction with Android projects.

• deepsuthar496/figma-mcp-server: Facilitates seamless interaction with Figma's API for managing files, comments, projects, and webhooks.

• gethopp/figma-mcp-bridge: Bypasses Figma API rate limits by streaming live Figma document data to AI tools through a WebSocket-based plugin-server bridge with leader election and multi-instance management.

• yanmxa/litemcp: litemcp facilitates seamless integration of AI SDKs into MCP projects, prioritizing simplicity and minimal dependencies.

• Leghis/smart-e2b: A secure cloud-based MCP server for executing JavaScript and Python code with seamless integration into Claude AI Desktop.

• hvkshetry/autocad-mcp: Facilitates natural language-driven engineering drawing creation in AutoCAD LT via AutoLISP code generation and execution.

• CyberT33N/n8n-cheat-sheet: Enhance n8n workflows by integrating with MCP servers, allowing seamless interaction between AI models and external tools.

• weirwei/gomcp: Gomcp provides a Go SDK for building MCP clients and servers with Unix inter-process communication and stdio support.

• StrawHatAI/claude-dev-tools: Empowers Claude with terminal command execution and file management capabilities through an MCP server stack.

• andylee20014/mcp-replicate-flux: Generates images using Replicate's FLUX model and stores them in Cloudflare R2, providing accessible URLs for the generated content.

• shuakami/mcp-github: Empower AI models to perform GitHub operations seamlessly through a standardized MCP interface, enhancing automation capabilities for the Cursor Editor.

• cskwork/aider-make-mcp: A FastAPI-based server implementing Anthropic's Model Context Protocol for processing document, code, and data contexts with citation and language-specific handling.

• matthewdcage/cursor-mcp-installer: Facilitates the installation and configuration of MCP servers within the Cursor IDE, streamlining server setup and management.

• RLeek/test-mcp: Facilitates GitHub API interactions with advanced file operations, repository management, and search capabilities.

• irvinebroque/remote-mcp-server: Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.

• geelen/mcp-remote: Facilitates the connection of local MCP clients to remote MCP servers with authentication support, bridging the gap for clients that only support stdio servers.

• YUZongmin/claude-mcp-manager: A shell script for managing MCP profiles in Claude Desktop, enabling easy switching and configuration management.

• adijesori/mcp-poc: A monorepo showcasing MCP servers for weather alerts and forecasts using stdio and HTTP/SSE protocols.

• hyperdrive-eng/mcp-nodejs-debugger: Facilitates real-time debugging of Node.js applications using MCP integration with Cursor and Claude Code.

• pagerguild/homebrew-guilde-cli-releases: Guilde's CLI tool provides a private MCP server for managing and accessing GitHub repositories with integrated Slack communication.

• leihuan123/windows-vsCode-cline-figma-mcp-: Facilitates the configuration of Figma Developer MCP services in a Windows environment using VSCode and Cline plugin.

• EvanZhouDev/raycast-mcp: Facilitates interaction with Anthropic's Model Context Protocol in Raycast AI, enabling seamless installation and management of MCP servers for enhanced AI tool integration.

• anhnt2003/mcp-tool-kit: A versatile toolkit for integrating MCP with SQL Server and Jira, offering seamless database interactions and robust issue tracking capabilities.

• portone-io/mcp-server: Facilitates easy and accurate retrieval of PortOne Developer Center documentation using LLMs.

• cremich/promptz-mcp: Facilitates seamless access to promptz.dev prompts for AI assistants, minimizing context switching and enhancing workflow efficiency.

• MasihMoafi/MCP: Advanced MCP server implementations for integrating with services like GitHub, Kaggle, and HuggingFace, featuring browser automation capabilities.

• sonnylazuardi/cursor-talk-to-figma-mcp: Facilitates seamless communication between Cursor AI and Figma for automated design modifications and interactions.

• niyogi/render-mcp: Facilitates AI-driven deployment and management of services on Render.com through an MCP server interface.

• oooldwei/mcp_tools: Facilitates interaction with GitHub through command-line tools using the Model Context Protocol.

• kelnishi/PopUI: PopUI enhances Claude Desktop with a collaborative user interface, enabling real-time visual context and interaction through an SSE MCP server proxy.

• cyanheads/mcp-reporter: MCP Reporter generates detailed capability reports for MCP servers, aiding developers in understanding and documenting server functionalities.

• kailashAppDev/figma-mcp-toolkit: Transform Figma designs into React Native components with seamless integration using Cursor's MCP.

• 54yyyu/code-mcp: Code-MCP integrates Claude AI with development environments, enabling terminal commands and file operations through an AI interface.

• bhouston/mcp-server-text-editor: A Claude-compatible text editor MCP server enabling file viewing, editing, and creation through a standardized API.

• sidbharath/useful-mcp-servers: A versatile collection of MCP servers designed to streamline AI interactions with platforms like Twitter and WordPress.

• exoticknight/mcp-file-merger: Efficiently merges multiple files into one with secure directory access and detailed reporting.

• junjiem/dify-plugin-agent-mcp_sse: Facilitates the integration of MCP SSE tools with agent strategies, supporting multiple managed MCP services for seamless deployment.

• Akito-n/use-mcp-on-claude: Facilitates the use of MCP servers on Claude Desktop for efficient file operations within Obsidian vaults.

• lowprofix/n8n-mcp-server: Enhance your n8n automation projects with workflow validation tools and NextJS integration capabilities.

• block/vscode-mcp: Facilitates AI-driven interactions with VSCode through a dedicated MCP server and extension.

• junjiem/dify-plugin-tools-mcp_sse: Facilitates tool discovery and invocation via MCP protocol using HTTP with SSE transport.

• planetarium/mcp-agent8: Facilitates Agent8 SDK development with optimized prompts and game resource search capabilities.

• yuki-koma2/my-mcp-servers: Dockerized MCP server for GitHub API integration, enabling repository management and search functionalities.

• leonardsellem/n8n-mcp-server: Facilitates AI-driven management of n8n workflows through natural language interactions.

• h4ck4life/mcp-docx-server: Facilitates the creation and editing of DOCX files through an MCP server interface.

• renky1025/cursor-mcp-tools: Node.js and TypeScript-based tools for integrating system information and Prometheus queries into MCP servers.

• MissionSquad/mcp-helper-tools: Empowers LLM Agents with a suite of system utilities and tools, including IP geolocation, network diagnostics, and cryptographic operations.

• Shopify/dev-mcp: Facilitates interaction with Shopify APIs through a Model Context Protocol server, offering tools for documentation search and GraphQL schema introspection.

• zoeminghong/yapi-mcp-server: A TypeScript-based server implementing a notes system with resources, tools, and prompts for managing and summarizing text notes.

• monad-developers/monad-mcp-tutorial: Facilitates querying MON token balances on the Monad testnet via an MCP server integrated with Claude Desktop.

• olostep/olostep-mcp-server: Olostep MCP Server offers web scraping, content extraction, and search capabilities with geo-targeted request routing and comprehensive error handling.

• brcarry/mcp-pymilvus-code-generate-helper: Facilitates the generation of pymilvus code by retrieving relevant code snippets and documents through SSE-based MCP support.

• shubham0704/personal_mcp_agents: Integrates perplexity search capabilities with Claude using custom MCP agents.

• annenpolka/roo-logger: Facilitates automatic logging of Roo's development activities, enabling search and analysis of command executions, code generation, and more.

• mcpdotdirect/template-mcp-server: Quickly set up a customizable MCP server with FastMCP, supporting both stdio and HTTP transports for flexible development and deployment.

• useshortcut/mcp-server-shortcut: Facilitates integration with Shortcut through a customizable MCP server, enabling seamless configuration across various platforms like Windsurf, Cursor, and Claude Code.

• IvanPedroza/Runloop-MCP: Facilitates Claude Desktop's interaction with RunLoop dev environments, enabling programmatic management and AI performance benchmarking.

• msaelices/ultimate-team-mcp-server: Manage Ultimate Frisbee team players, tournaments, and payments with enhanced performance using FastMCP.

• integromat/make-mcp-server: Facilitates AI assistants in leveraging Make automation workflows through a Model Context Protocol server.

• kfischer-okarin/mcp-rb-template: A customizable MCP server template for seamless integration with Claude using Ruby and Justfile.

• d-zero-dev/mcp-server: Facilitates frontend development by integrating Figma data retrieval and coding guidelines with AI assistant support.

• frozenlib/mcp-attr-example-cargo-metadata: Provides metadata information for Cargo projects using the Model Context Protocol.

• matterai/mcp-devprompts: Facilitates AI assistants in accessing and retrieving developer prompts from GitHub Gists using the Model Context Protocol.

• cameroncooke/XcodeBuildMCP: Facilitates AI-driven development workflows by enabling programmatic interaction with Xcode projects through a standardized MCP interface.

• jasondsmith72/UDC: Ultimate Desktop Commander provides unrestricted filesystem access and terminal command execution for Claude Desktop, leveraging MCP for comprehensive system management.

• ezyang/codemcp: Enhance Claude Desktop with codemcp to enable direct code editing and testing through AI-driven pair programming.

• setkyar/coding-tools: A TypeScript-based MCP server offering secure filesystem and code manipulation utilities with Git integration.

• marctheshark3/ergo-mcp: Facilitates interaction with the Ergo blockchain through a Model Context Protocol server, offering tools for block exploration, network statistics, and token price retrieval.

• Anticom/mcp-server-offers: A prototype MCP server for managing offers, designed for integration with Claude for Desktop.

• excelsier/things-fastmcp: Facilitates AI-driven task management by integrating Claude Desktop with the Things app, enabling natural language task creation and smart project analysis.

• biegehydra/BifrostMCP: Bifrost is a VSCode extension that integrates an MCP server to provide advanced code navigation and analysis tools for AI coding assistants.

• Pratik-Kumar-Cse/script-generation-mcp: Facilitates note storage and script generation with customizable prompts and tools for efficient content management.

• bcharleson/Instantly-MCP: Facilitates seamless integration with Instantly API v2 for managing email campaigns and leads.

• kortexa-ai/worker17: A 3D worker monitoring and control system utilizing SSE MCP server for real-time task management and productivity assessment.

• Cam10001110101/mcp-configuration-manager: A desktop application for managing MCP server configurations with a user-friendly interface, supporting profile management, JSON editing, and client integration.

• justinotero/ai-productivity-app: Enhance your Next.js development with Cursor's Model Context Protocol for seamless GitHub integration.

• juicetea/mcp-cursor-project: Integrates Model Context Protocol with Cursor IDE, featuring GitHub MCP server integration and custom commands.

• zueai/frontend-review-mcp: Facilitates visual reviews of UI edits by comparing screenshots before and after changes, ensuring design requests are met.

• difybase/dify-connect-mcp: Facilitates interaction with Dify API for chat and knowledge base queries through an MCP server.

• capecoma/winterm-mcp: Facilitates AI-driven interactions with the Windows terminal through a Model Context Protocol server.

• lbcheng888/mcp-nim: A Nim SDK for building AI agent capabilities using the Model Context Protocol.

• jonrad/tmux-mcp: Enables AI-driven programmatic control over tmux sessions through a Model Context Protocol server.

• metatool-ai/mcp-server-metamcp: MetaMCP MCP Server acts as a proxy server, integrating multiple MCP servers into a unified system for streamlined tool and resource management.

• JasonSteving99/click-clack: Generate a minimalist UI for Python scripts using the Click library, with MCP server capabilities for seamless integration with clients like Claude Desktop.

• 21st-dev/magic-mcp: Magic AI Agent empowers developers to create modern UI components through natural language in popular IDEs, offering seamless integration and real-time previews.

• nicekate/flux-dev-mcp: A Model Context Protocol server leveraging the Duannao Cloud Flux API to deliver robust AI capabilities.

• ravitemer/mcphub.nvim: Enhance your Neovim experience by seamlessly integrating and managing MCP servers with a centralized configuration and intuitive UI, perfect for LLM integration.

• mwilkowski80/prompt-pack: Prompt-Pack streamlines code sharing with ChatGPT by automating file selection and formatting, and can be configured as an MCP server for direct integration with AI clients.

• StuMason/coolify-mcp-server: Integrate and manage Coolify resources and applications through a standardized interface using the Model Context Protocol.

• rhabraken/mcp-python: Facilitates seamless interaction with PostgreSQL and other databases using Claude Desktop through an MCP server setup.

• nguyenvanduocit/dev-kit: Dev Kit enhances AI model capabilities by integrating with development tools like Jira, Confluence, and GitLab, automating workflows and managing documentation through natural language interactions.

• sparfenyuk/venv-mcp-server: Facilitates reliable virtual environment management for LLMs by resolving dependencies and updating environments seamlessly.

• firstbatchxyz/dria-agent: Dria Agent is a fast and efficient tool-calling model optimized for edge devices, supporting MCP for seamless integration with compatible servers.

• SecretiveShell/MCP-toolhouse: Provides access to Toolhouse platform tools via a model context protocol server.

• daniel-lxs/mcp-starter: A lightweight Go application that configures and executes commands with environment variables using JSON files.

• punkpeye/mcp-ollama-link: Facilitates Ollama queries and note management with customizable summarization prompts.

• jfouret/mcp-tools: A suite of MCP servers for Cline offering web fetching and search functionalities with customizable parameters and content parsing.

• walker-tx/esv-sdk-ts: A TypeScript SDK that serves as an MCP server, providing AI applications access to Esv.org API methods.

• shuntaka9576/cal2prompt: Transforms Google Calendar schedules into LLM prompts with optional experimental MCP server mode.

• JustasMonkev/mcp-accessibility-scanner: Automates web accessibility scans using Playwright and Axe-core, providing WCAG compliance checks and detailed reports.

• tanevanwifferen/mcp-inception: A TypeScript-based MCP server enabling task delegation and context window offloading through parallel and map-reduce execution of LLM queries.

• cyanheads/toolkit-mcp-server: Empower LLM Agents with a versatile MCP server offering tools for IP geolocation, network diagnostics, system monitoring, cryptographic operations, and QR code generation.

• spences10/mcp-sequentialthinking-tools: Guides problem-solving by recommending effective MCP tools for each step with confidence scoring and rationale.

• ShunsukeHayashi/MCP: A comprehensive monorepo of MCP servers facilitating AI/LLM integration, browser automation, external service integration, and file/system operations.

• Pimzino/vscode-local-snapshots: Local Snapshots for VS Code enables seamless workspace file snapshot management with manual and automatic capabilities, featuring an optional MCP server for AI tool integration.

• r-huijts/xcode-mcp-server: Enhances Xcode projects with AI-driven code assistance and project management through a secure MCP server integration.

• AItheLab/mcp-replicate: Interact with Replicate's machine learning models seamlessly through the Model Context Protocol, enabling AI systems to manage predictions without API complexities.

• AItheLab/mcp-terminal-use: Facilitates terminal access for Claude by allowing interaction with specified directories through a Model Context Protocol server.

• integration-app/mcp-server: Facilitates the exposure of Integration App tools through an MCP server, enabling seamless tool management and execution.

• tim-schultz/stylus-model-context-protocol: Facilitates the conversion of stylus smart contracts into Claude desktop-compatible model context protocol servers.

• domdomegg/computer-use-mcp: A local MCP server enabling Claude to control computer functions with enhanced keyboard navigation via the Rango browser extension.

• fffej/basic-agents: A versatile MCP server facilitating command execution and directory management on WSL and Linux systems.

• thomas92fr/mcp-ts-toolskit: A secure and configurable MCP server toolkit for file system manipulation, web search, document conversion, and project management across npm and .NET environments.

• rgarcia/computer-use: Enhance Anthropic's computer use docker image with an embedded MCP server for seamless tool integration and browser automation using Playwright and Puppeteer.

• seido/mcp_npm: Facilitates npm and npx command execution through an MCP server using TypeScript.

• hotovo/aider-desk: AiderDesk is a desktop application that enhances AI coding workflows with a modern GUI, project management, IDE integration, and MCP server support for seamless AI capabilities.

• baryhuang/mcp-unipile: Facilitates AI-driven communication across multiple messaging platforms via Unipile integration.

• superfaceai/mcp: Leverage Superface tools through a Model Context Protocol server for seamless integration and configuration.

• bsmi021/mcp-node-omnibus-server: A robust Node.js MCP server offering advanced development tooling and automation for project management, component generation, and AI-powered assistance.

• ksysoev/mcp-go-tools: A Go-focused MCP server that enhances Language Models' ability to generate idiomatic Go code by providing style guidelines and best practices.

• Sheshiyer/acc-ui-comp-builder: Facilitates seamless integration and customization of Aceternity UI components using Claude's MCP capabilities.

• shannonlal/mcp-postman: Facilitates API testing by running Postman collections with Newman, providing detailed results through a standardized interface for LLMs.

• umshere/uiflowchartcreator: Facilitates the creation of UI flowcharts through an MCP server, enhancing visualization of user interfaces and interactions.

• hapins/figma-mcp: Facilitates seamless interaction with the Figma API using the Model Context Protocol, enabling file management and integration with Claude AI.

• sparfenyuk/mcp-proxy: Facilitates seamless communication between stdio and SSE transports, enabling remote connections to MCP servers.

• gotoolkits/mcp-difyworkflow-server: Facilitates the query and execution of custom Dify workflows on demand.

• AviOfLagos/MCP-coding-assistant: Enhances Cline coding agent capabilities by providing intelligent code suggestions, reducing hallucinations, and integrating project documentation.

• YanxingLiu/dify-mcp-server: Facilitates the execution of Dify workflows through MCP tool calls, offering seamless integration with various clients.

• bigcodegen/mcp-neovim-server: Integrate Neovim with Claude Desktop using MCP for enhanced text editing and AI assistance.

• thomas92fr/mcp-toolskit: A C# MCP server offering a suite of tools for ClaudeDesktop, including filesystem operations, web search via Brave API, Git management, and .NET test execution.

• kenhuangus/MCP-Developer-Guide: A comprehensive guide for developers to implement a Model Context Protocol server for Claude, facilitating seamless integration of AI systems with external data sources.

• hemangjoshi37a/mcphub: MCPHub is a cross-platform GUI application designed to discover, install, and manage Model Context Protocol (MCP) servers, offering a modern web interface and secure local system integration.

• vanzan01/atomic-writer-mcp: Atomic Writer MCP Server ensures secure and atomic file operations, preventing data loss through transactional integrity, ideal for AI integrations and collaborative editing.

• sammcj/mcp-package-version: Facilitates LLMs in accessing the latest stable package versions across multiple registries for accurate coding recommendations.

• omar391/mcp-agents: Agentic MCP servers autonomously manage workflows and interactions by incorporating decision-making logic and dynamic state management.

• delano/postman-mcp-server: Integrates with the Postman API to manage collections, environments, and APIs using the Model Context Protocol.

• strowk/mcptee: A tool for MCP developers to log and troubleshoot client-server interactions by proxying and recording data exchanges in YAML format.

• JoshuaRileyDev/mac-apps-launcher: Facilitates the launching and management of macOS applications through an MCP server interface.

• JoshuaRileyDev/app-store-connect-mcp-server: Facilitates seamless interaction with the App Store Connect API, offering comprehensive tools for app, beta testing, bundle ID, device, and user management.

• domdomegg/mcp-90-mre: A minimal MCP server demonstrating a bug in Claude Desktop's handling of JSON Schema constructs like allOf and anyOf.

• dexaai/mcp-quickstart: Quickly deploy an MCP server to integrate with the Claude desktop app for weather queries.

• recursechat/mcp-server-apple-shortcuts: Facilitates AI assistants in controlling Apple Shortcuts automations on macOS, enabling seamless task automation.

• tumf/mcp-text-editor: Facilitates efficient line-based text file editing with robust conflict detection, optimized for LLM tools through token-efficient partial file access.

• gentoro-GT/mcp-nodejs-server: Facilitates seamless integration between MCP clients and Gentoro services, enabling dynamic tool management via Gentoro bridges.

• ingpoc/mcp-package-manager: Facilitates package management for Node.js and Python in Claude Desktop with robust security and cross-platform support.

• JetBrains/mcp-jetbrains: Facilitates communication between JetBrains IDEs and external clients through a proxy server.

• kaichen/mcp-apple-productive-suite: Facilitates integration of Apple Notes, Reminders, and Calendar with MCP resources for enhanced productivity.

• Ice-Citron/firestore-read: A Claude MCP server that facilitates direct interaction with Firestore collections, enhancing workflow efficiency for developers using Claude-Sonnet-3.5.

• MaXal/jetbrainsMCPProxy: Facilitates communication between clients and JetBrains IDE by proxying requests through MCP, enhancing CLI interactions.

• Agentic-Insights/dotcontext: Facilitates AI coding agents by providing comprehensive project context through structured documentation and architectural insights.

• edanyal/mcp-client: A TypeScript library for connecting LLM agents to MCP servers, supporting stdio and HTTP+SSE transports with built-in server process management.

• MarkusPfundstein/mcp-gsuite: Facilitates seamless interaction with Gmail and Calendar through Google Gsuite integration.

• Jamespptsr/claude-mcp-windows-guide: A comprehensive guide for setting up and troubleshooting the Claude Desktop MCP-GitHub integration on Windows.

• jtorreggiani/test-python-mcp-server: Facilitates note storage and summarization with a custom URI scheme and prompt-based summarization tool.

• kennethnym/claude-prompt-manager: A TypeScript-based CLI prompt manager for Claude utilizing the MCP protocol, enabling prompt creation and management from the command line.

• Kiln-AI Kiln is a free tool for building production-ready AI systems. It supports RAG pipelines, evaluations, agents, MCP tool-calling, synthetic data generation, and fine-tuning.

• izzzzzi/codewiki-mcp: MCP server for codewiki.google — AI-powered wiki documentation for open-source repositories. Search repos, fetch wiki content, and ask questions about any repo.

• daedalus/mcp-registry - MCP server for interacting with the MCP Registry API.

• daedalus/mcp-rfc-editor - MCP server for editing RFC documents using rfc-editor library.

• AutomateLab-tech/n8n-mcp: Nine-tool MCP server for n8n: generate workflow JSON from natural language, lint for deprecated node types, missing typeVersion, and broken connections, and debug per-node execution failures. Install: npx @automatelab/n8n-mcp.

• pumanitro/global-chat: Cross-protocol AI agent discovery MCP server. Search and register agents across MCP, A2A, and agents.txt protocols. Aggregates 18K+ MCP servers from 6+ registries with tools for searching, browsing, and validating agent configurations. Published as @global-chat/mcp-server.

• cafeTechne/antigravity-link-extension: MCP server + OpenAPI API to control Antigravity IDE instances (snapshot, send, stop generation, switch instance, task/walkthrough/plan retrieval) with a mobile companion UI.

• rendoc: Generate professional PDF documents from HTML templates and dynamic data via MCP. Features template management, live preview, and usage tracking through rendoc.dev API.

• OpenClaw MCP Ecosystem: 9 remote MCP servers on Cloudflare Workers: JSON toolkit, regex engine, color palette, timestamp converter, prompt enhancer, AI market intelligence, fortune/horoscope, content publisher, and AI tool comparison. Free tier + Pro API keys ($9).

• OzorOwn/frostbyte-mcp: Developer API toolkit with 13 tools — IP geolocation, crypto prices, DNS/WHOIS lookup, website screenshots, web scraping, code execution (20+ languages), web search, URL shortener, PDF generation, pastebin, data conversion, and domain availability. One API key for 40+ services.

• Agent Native Registry: Remote MCP server with 100+ developer tools scored on AI agent compatibility (0-100). Tools: search_tools, get_score, compare_tools. Helps agents pick the right API for any task without trial-and-error.

• Dave-London/Pare: Suite of 16 MCP servers wrapping 240+ CLI developer tools (git, npm, Docker, test runners, build tools, linters, Python, Cargo, Go, GitHub, K8s) with structured JSON output via outputSchema + structuredContent. Up to 92% fewer tokens vs raw CLI output. MIT licensed, 1,850+ tests.

• rm-rf-prod/GroundTruth-MCP: Self-hosted MCP server for live documentation, code audits, and best practices. 363+ curated libraries with npm/PyPI/crates.io/Go fallback, 100+ audit patterns across 18 categories with file:line locations and live fixes. No rate limits.

• saurav61091/mcp-openapi: Turn any OpenAPI 3.x spec into MCP tools for Claude — zero config, instant API access.

• mcp-lint: CLI linting tool that validates MCP server tool schemas for cross-client compatibility across Claude, Cursor, Gemini, and VS Code Copilot. Features 13 rules, auto-fix for safe issues, JSON/Markdown output, and support for static files and live MCP servers via stdio/SSE.

• crsxmd/rewindex (rewindex.org) - Reduces the risk of AI agents breaking your code. Auto-snapshots every file change locally. Rewind sessions, audit code, and inspect diffs from your AI chat or the built-in dashboard. Free, safe, and no coding required.

• unitedideas/agentprobe: Probe any seller URL for agentic commerce readiness. Returns a 0-95 score and grade (NOT_READY/PARTIAL/AGENT_READY/CERTIFIED) across 10 checks: llms.txt, OpenAPI, ai-plugin.json, MCP endpoint, commerce.json, catalog/quote/checkout APIs, payment rail declarations, and refund/contact metadata. One tool: probe_site(url). CI action available.

• Overboard Studio - AI-powered collaborative whiteboard. Create boards, diagrams, flowcharts, and project plans from AI conversations. 17 MCP tools, OAuth 2.0 + PKCE, real-time collaboration, free unlimited boards.

• decantr-ai/decantr - Design intelligence for AI-generated UI: structured design context, open pattern registry, and drift detection for Claude/Cursor/Windsurf. npx -y @decantr/mcp-server

• Composer - Visual architecture canvas where agents build, read, and modify system design diagrams with real-time sync.

• TokRepo: Open registry MCP server for discovering and installing 220+ curated AI assets including skills, prompts, workflows, and MCP configs.

• sapph1re/mcp-billing-gateway-sdk: Wrap any upstream MCP server with per-tool token gating, Stripe fiat billing, and x402 crypto micropayments (USDC on Base). Drop-in payment layer — no changes to the underlying server required. Useful for MCP server authors who want to monetize their tools with a single configuration.

• vberai/godot-mcp: This MCP server lets AI agents read and inspect the Godot Engine 4.x Scene Tree, auto-generate and attach GDScript files directly to game nodes, modify Godot resources, and arrange UI elements inside the active editor window in real-time, removing the chore of manual copy-pasting.

• officialzeroxyz/zero-plugins: Zero gives your AI access to thousands of services to discover and pay for per use (x402/MPP), with no config or API keys. Free to start ($5 credit). Site: https://zero.xyz

• SpryTools API Hub: Self-serve REST API hub of 30+ developer & utility tools (hashing, QR, geo-IP, currency, text/readability, screenshots, and more), also exposed as an MCP server. Streamable HTTP endpoint: https://api.sprytools.com/mcp — 9 tools, API-key auth + quota. Server card: https://api.sprytools.com/.well-known/mcp/server-card.json.

• UIZZE: UIZZE gives coding agents real UI context before implementation. Agents can research public web and iOS UI references, then use hosted MCP workflows for design contracts, implementation validation, audits, and critiques.

• Nika: Read-only stdio MCP oracle for validating .nika.yaml workflow DAGs, explaining findings with fix guidance, browsing schemas and examples, and estimating cost before execution. It never executes or mutates workflows over MCP. Install: brew install supernovae-st/tap/nika; launch with nika mcp. AGPL-3.0.

• KernelLord/pickysteve: Local-first skill router and context picker for coding agents — hybrid BM25 + embedding retrieval (RRF-fused), cross-encoder rerank with a calibrated floor, and an LLM judge select the right skill, then assemble a minimal, nonce-boundaried context bundle for the execution model. Built-in ONNX prompt-injection gate scans both the incoming request and every retrieved document, fail-closed (100% detection / 0 bypasses on a 180-payload red-team corpus). Runs entirely on local Ollama by default (any OpenAI-compatible endpoint also works). Ships as an MCP stdio server or an OpenAI-compatible proxy; one-command installer wires up 18 coding agents including Claude Code, Codex, Cursor, and Windsurf. Install: git clone + uv (PyPI package not yet published). MIT.

• djerok/glm-mcp: Run GLM (Zhipu/Z.ai) as a real sub-agent inside Claude Code, GitHub Copilot, or Codex — its own read/write/edit/run agent loop on your repo with peak-aware Opus-vs-GLM routing and diff/dry-run/git-revert oversight, ~10x cheaper than Opus. Install: npx glm-mcp-claude. GitHub: https://github.com/djerok/glm-mcp.

• BountyVerdict Agent Decision Tools: Six read-only decision tools for coding agents: assess and rank public GitHub bounties, audit repository agent instructions, diagnose GitHub Actions failures, classify flakes, and detect MCP tools/list drift. Valid calls settle through x402 USDC on Base; no signup or API key is required.

• NeoZi12/dispatchseo: DispatchSEO is a self-hostable, AGPL-licensed SEO manager backend. Its MCP server (~40 tools) lets an agent research keywords from Google Search Console + Autocomplete data, queue and reorder content ideas, check live SERP positions, read rank/GSC history, manage backlink prospects, and drive a content-approval workflow that ships pull requests to the user's site repo. It's the agent-facing state layer for an SEO manager workflow; parity is a hard rule, so anything the dashboard can do, the agent can do over MCP.

• kiprio-mcp: REST utility MCP server with 10 tools covering SSL inspection, WHOIS/domain info, email validation, DNS lookup, IP geolocation, currency rates, weather, page-speed, and OCR. Install: pip install kiprio-mcp. PyPI: 1,200+ weekly downloads. MIT.