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A local MCP server that enables AI tools to find and propose changes to Jelly Memo notes, running only on 127.0.0.1:8765 with optional pairing token for security.

Postman-style interactive debugger for Model Context Protocol (MCP) servers — test tools, inspect schemas, measure latency.

An MCP server that interfaces with the Snyk API to retrieve KPI data for your organization.

MCP server for patent search and prior art discovery powered by Google Patents public dataset on BigQuery. Supports searching patents, fetching full patent details with CPC codes and citations, and retrieving legal claims text.

This GitHub Mapper MCP server, developed by an unnamed author, provides AI assistants with capabilities to analyze and map GitHub repositories. Built using TypeScript and leveraging the Octokit REST API client, it offers functionalities for authenticating with GitHub, retrieving repository metadata, and generating detailed file structure maps. The server abstracts the complexities of GitHub API interactions, enabling AI systems to easily access and process repository information. It's particularly valuable for developers and researchers working on code analysis, project management, and software development workflows, facilitating use cases such as automated code reviews, dependency analysis, and repository structure visualization.

Interactive AI agent system that utilizes FastMCP and graph networks to map out research paper connections and discover collaborative project ideas.

🔍 Read-only MCP server for secure filesystem exploration, searching, and analysis

MCP server that allows you to connect to Google Docs through Claude, enabling listing, reading, creating, updating, searching, and deleting documents.

Rewrites coding prompts for optimal results with AI IDEs like Cursor by using Claude to add structure, context, and language-specific considerations to user prompts.

Provides basic arithmetic operations (add, subtract, multiply, divide) through MCP, enabling AI clients to perform calculations via natural language.

An MCP server that analyzes codebases and generates contextual prompts, making it easier for AI assistants to understand and work with code repositories.

An MCP server that allows AI assistants to access EdStem course discussion boards, including listing courses, fetching posts, searching, and retrieving thread details, with automated SSO login support for Georgia Tech.

Enables AI assistants to interact with Vercel API for managing projects, deployments, domains, and environment variables.

A personal note store exposed as an MCP server. Enables any MCP-speaking assistant to create, search, list, and categorize notes, with per-client bearer tokens for author attribution.

Travel places directory by 5arz: search 2.5M places, submit businesses and promos (human-reviewed).

MCP server that enables AI agents to instantly understand, generate pattern-aware code, search across repos, and validate changes in the Dealership AI codebase.

Not released. Craft CMS 6 includes its own MCP server, and Pixel & Tonic is bringing it to Craft 5.

City of Chicago Socrata open-data portal

An MCP server that exposes the Deutsche Bahn public transport API to any MCP-compatible client (Claude Desktop, Cursor, Cline, Continue, etc.). Five tools cover station search, departures, journey planning, trip details, and nearby stations.

A curated list of Hosted & Managed Model Context Protocol (MCP) Servers accessible via a simple URL endpoint.