The MCP Trust Index.

Ava

by yutakobayashidev

An AI-powered MCP server that automatically tracks and reports task progress to Slack, enabling hands-free team communication while you code.

yutakobayashidev/ava

Unreal-MCP

by ivanmurzak

Open-source MCP server connecting AI agents (Claude, Cursor, GitHub Copilot, Gemini, and more) to Unreal Engine 5.7, editor and runtime (C++ plugin + .NET sidecar).

IvanMurzak/Unreal-MCP

mcp-mime

by pipeworx-io

Enables MIME type lookup and extension resolution for filenames and extensions, supporting offline, keyless queries.

pipeworx-io/mcp-mime

Feedthrough

by feedthrough

Debug bridge inside your web app: an agent reads the DOM, console and network. Any browser.

feedthrough/feedthrough

wayback-mcp

by sisilet

sisilet/wayback-mcp

wavespeed-mcp-worker

by limeflash

Remote MCP server that integrates WaveSpeed's image and video generation into Claude, supporting text-to-image, image editing, video generation, and job status polling via custom connector.

limeflash/wavespeed-mcp-worker

NiChart DLMUSE MCP

by euroso97

Hosts T1 MRI skull-strip and MUSE ROI segmentation as an MCP server, enabling Claude Code to run segmentations on a remote GPU instance via SSH tunnel with async job processing.

euroso97/DLMUSE_MCP

Copilot MCP

by pedroalexleite

MCP server exposing 14 real-time financial data tools to Microsoft Copilot Studio, enabling natural language queries for stock prices, earnings, analyst recommendations, and more via the Finnhub API.

pedroalexleite/Copilot-MCP

Cairn MCP Server

by jasondostal

A self-hosted persistent memory platform for AI agents and humans offering tools for memory storage, search, beliefs, work management, and code intelligence via MCP.

jasondostal/cairn-mcp

mcp-browser-use

by jonnyhoff

Provides browser automation capabilities through an API endpoint that interprets natural language commands to perform web tasks using OpenAI's GPT models.

jonnyhoff/mcp-browser-use

spectra-mcp-server

by hep-ke

MCP server that exposes cosmology tools to LLM agents, including CLASS matter power spectrum computation, eBOSS DR14 Lyman-α forest data retrieval, and plotting capabilities.

HEP-KE/spectra-mcp-server

OVHcloud MCP Server

by hlebtkachenko

Manage VPS, domains, DNS, billing, and execute SSH commands from any MCP-compatible client. 27 tools + full API discovery across 500+ OVH endpoints.

hlebtkachenko/ovhcloud-mcp

Ai_Security

by trandinhbaokhang118-tdk

trandinhbaokhang118-tdk/Ai_Security

GetMe

by aatirnadim

Exposes a persistent key-value store as MCP tools, enabling AI clients to perform put, get, and delete operations on a Bitcask-inspired database.

aatirnadim/getme

UODO MCP

by pawelojdowski

Enables searching and analyzing decisions from the Polish Data Protection Authority (UODO) directly within AI clients, allowing full-text search, filtering, and retrieval of GDPR enforcement decisions.

pawelojdowski/uodo-mcp

coherra

by steve2009729

Enables agents to audit and repair their long-term memory in Sibyl Memory, detecting contradictions, duplicates, and stale facts, and fixing them with a permanent audit trail.

Steve2009729/coherra

wow-api-mcp

by nighthawk42

An MCP server that gives AI coding assistants access to the World of Warcraft addon API documentation, FrameXML/AddOn UI source code, and the Warcraft Wiki across all four client flavors.

Nighthawk42/wow_api_mcp

Market Intel MCP

by datakoot

Provides live and historical foreign-exchange rates from the European Central Bank via Frankfurter API, enabling currency conversion, rate lookup, and trend analysis without API keys.

datakoot/market-intel-mcp

Homespun

by homespunapps

Hand a human a rich interactive UI by URL from any MCP client and get structured data back: forms, approvals, surveys, pickers, editable lists. Round-trip human-in-the-loop for agents.

homespunapps/homespun

ollama-mcp

by dtg404

A VRAM-aware MCP server that offloads token-heavy development tasks to local Ollama models, saving API tokens for complex reasoning.

DTG404/ollama-mcp

Repo-Aware Code RAG MCP Server

by manavk003

Provides MCP tools for searching a codebase with exact file:line citations, reading specific source spans, and inspecting index stats, enabling agents to retrieve and cite code accurately.

ManavK003/repo-aware-code-rag

WordPress MCP Server

by tonypepperwidow123-blip

Enables AI to manage WordPress sites with 190+ tools for complete control over content, themes, plugins, files, and more.

tonypepperwidow123-blip/mcp

ca-procurement

by pipeworx-io

California state contract awards & purchase orders: search, top vendors, agency spend — keyless

pipeworx-io/mcp-ca-procurement

handigraphs-stats-api-mcp

by handigraphs

Provides read-only access to the Handigraphs Stats API v1, enabling discovery of sports resources and querying of protected sports statistics.

Handigraphs/handigraphs-stats-api-mcp

chroma_mcp_server

by djm81

djm81/chroma_mcp_server

drawtonomy

by kosuke55

Whiteboard for Driving Scenarios🚗

kosuke55/drawtonomy

mcp-ipinfo

by pipeworx-io

Provides IP geolocation data via ipinfo.io, enabling querying IP addresses for location, ISP, and other details through natural language.

pipeworx-io/mcp-ipinfo

mcp-crawl4ai-rag

by coleam00

Web crawling and RAG implementation that enables AI agents to scrape websites and perform semantic search over the crawled content, storing everything in Supabase for persistent knowledge retrieval.

coleam00/mcp-crawl4ai-rag

Math MCP Server

by danielsimonjr

Provides secure mathematical computation capabilities including expression evaluation, symbolic math (derivatives, simplification), matrix operations, statistics, and unit conversion, with multi-tier acceleration through WebAssembly and WebWorkers for high-performance calculations.

danielsimonjr/math-mcp

codex-tldraw

by jananadiw

A Codex stdio MCP server that generates simple tldraw product workflow diagrams as .tldr files.

jananadiw/codex-tldraw-mcp

WorkspaceGuard

by majiayu000

Structured workspace runtime for long-running coding agents, providing controlled workspace capabilities with task state, snapshots, checkpoints, drift detection, verification evidence, audit logs, and structured handoff.

majiayu000/workspaceguard-mcp

MCP Discovery Server

by bmcgauley

A meta-MCP server that discovers and explores other MCP servers using progressive disclosure patterns to reduce token usage by up to 99%.

bmcgauley/mcp-discovery-server

discord-mcp

by jhm1909

Exposes the Discord REST API to AI agents via the Model Context Protocol, enabling message sending and other Discord interactions.

jhm1909/discord-mcp

Packet Tracer Visual MCP

by lyf94697-droid

Enables automation of Cisco Packet Tracer simulations by placing devices, connecting links, and generating IOS configurations via MCP, ideal for network coursework and demonstrations.

lyf94697-droid/packet-tracer-visual-mcp

mcp-arcgis-lubbock

by pipeworx-io

Enables querying City of Lubbock open geospatial data (parcels, zoning, public works) through ArcGIS Feature Services, including searching datasets, querying layers with SQL-like filters, and retrieving schema info.

pipeworx-io/mcp-arcgis-lubbock

contribution-compass

by amk9978

Provides MCP access to Contribution Compass's evidence catalog, enabling users to query curated open-source project activity, contribution opportunities, and observation histories.

amk9978/contribution-compass

MyTube MCP Server

by franklioxygen

MCP server that enables LLMs to interact with MyTube video platform through its HTTP API, supporting video management, search, collections, subscriptions, and more with API key or admin session authentication.

franklioxygen/mytube-mcp

Intervals.icu MCP Server

by oscarantxo-web

MCP server that connects Claude and ChatGPT to the Intervals.icu API, enabling retrieval and management of activities, events, wellness data, power curves, and custom items.

oscarantxo-web/intervals-mcp-server

turva-mcp

by erekola

Public read-only MCP server for turva.dev's agent-readiness audit, enabling AI agents to query service catalog, security evidence, and engagement principles via structured JSON.

erekola/turva-mcp

robotframework-mcp

by iflow-mcp

Enables generating Robot Framework test cases with SeleniumLibrary, creating page object models, and performing performance monitoring through natural language.

iflow-mcp/sourcefuse-robotframework-mcp

irs-taxpayer-mcp

by dma9527

39 tax tools for US individual taxpayers — federal/state tax calculations, credits, deductions, retirement strategies, audit risk, and tax planning. All calculations run locally, no data leaves the machine. Supports TY2024 and TY2025 (One Big Beautiful Bill Act).

dma9527/irs-taxpayer-mcp

veritas

by luczot

VERITAS: A Multi-Agent Co-Scientist for Verifiable Image-Derived Hypothesis Testing

LucZot/veritas

TapCard MCP

by ai-cooperation

Allows AI assistants to preview, confirm, import, search, and manage NFC/QR digital business cards through a private Cloudflare-deployed contact library.

ai-cooperation/tapcard-mcp

instrument_mcp

by xingwen37

Enables AI to control RIGOL DHO/HDO oscilloscopes and SIGLENT SDG1000X signal generators via SCPI commands through a local stdio MCP server.

Xingwen37/instrument_mcp

twelvedata

by pipeworx-io

Enables access to real-time and historical market data including stocks, ETFs, forex, and cryptocurrencies, with support for time series, quotes, dividends, splits, and earnings.

pipeworx-io/mcp-twelvedata

git-mcp-server

by saitolume

A local MCP server that provides a safe, explicit set of Git operations for version control tasks like status, diff, branching, staging, committing, fetching, merging, and pushing.

saitolume/git-mcp-server

codenames-mcp-server

by monkberryy

Enables playing the board game Codenames cooperatively with an AI spymaster (Claude) through MCP tools. Players guess words on a live board while Claude gives clues.

monkberryy/codenames-mcp-server