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Enforces fine-grained, context-aware access control on MCP tool calls, with a tamper-evident, replayable audit log that records denials and verifies every decision.

A Codex-first MCP server that bridges TradingView Desktop via Chrome DevTools Protocol, enabling launch, symbol/timeframe control, and health checks from Codex CLI.

This MCP server, developed by hirokidaichi, enables text-to-speech functionality for AI agents. Built with TypeScript and leveraging the Model Context Protocol SDK, it integrates with OpenAI's API and a local sound playback library to convert text into audible speech. The implementation focuses on providing a simple interface for text-to-speech conversion, offering functionality to generate and play audio from text input. It's particularly useful for applications requiring voice output capabilities, enabling use cases such as AI-powered voice assistants, accessibility tools for visually impaired users, or audio content generation without the need for complex audio processing setups.

A Cloudflare Worker that transforms Cloudflare AI Search (AutoRAG) instances into an MCP server for querying documentation. It enables AI models to search and retrieve relevant information from custom document sets stored in R2 buckets.

An MCP server that provides Nmap scanning tools such as ping, port scans, service discovery, and SMB share enumeration, running inside a Docker container for isolation.

Enables LLM agents to create annotated bookmarks and narrative trails to document code exploration and decision-making. It organizes these bookmarks into a navigable knowledge graph stored in a local JSON file, helping users track the context and reasoning behind code changes.

SQLGenius is an MCP server that enables natural language querying of BigQuery databases using Gemini Pro, with features like schema exploration and query history.

Enables querying Codecov coverage data including file-level, commit, repository, pull request coverage, and coverage comparison between branches.

A Notion custom MCP server that uses OpenAI's gpt-image-2 to generate images and insert them directly into Notion pages.

MCP server for Jupyter notebook navigation and editing. Reads .ipynb files directly as JSON, providing efficient tools for reading, searching, and modifying cells without needing a Jupyter server.

Read-only MCP server providing population and age distribution data for Oyama City, Japan, enabling AI clients like Claude to query and analyze open data.

Enables management of TestRail projects, suites, test cases, runs, and results through natural language.

Federal Reserve communications from federalreserve.gov: the FOMC meeting calendar, each policy statement with the rate decision, vote and a sentence-level redline against the prior statement, meeting minutes by section, Board speeches and testimony, and the Beige Book by district.

A Node.js and TypeScript server project that provides a simple starter example with Express.js web server, supporting hot-reload, testing, and modular structure.

MCP server providing context usage estimation, conversation compaction, and durable semantic memory via local embeddings and SQLite.

AI-powered image generation using Google Gemini or OpenAI (gpt-image-2), integrated with Claude Code via Skills or Claude.ai via MCP (Model Context Protocol).

mcp-compat is an open-source CLI test harness and contract testing engine designed to validate Model Context Protocol (MCP) server implementations against real-world AI client runtime behaviors and official specification standards.

Enables access to live FotMob football data for fixture lookup, team and player research, match details, lineups, league discovery, and search-based entity lookup.

An MCP server that fuses Playwright and browser-use for browser automation testing, offering 59 tools for AI-driven exploration and precise assertions on a shared browser instance, with built-in stealth anti-detection.

Enables local interaction with the Kanka worldbuilding API via MCP, supporting CRUD operations on characters, locations, and other worldbuilding entities, as well as campaign listing and search.