The MCP Trust Index.

mcp-superU

by paulfaguet

PaulFaguet/mcp-superU

vidtheque

by t0msilver

Enables search across videos you've watched via transcripts, on-screen text, and frames, citing exact timestamps. Point it at videos, channels, or playlists; it indexes everything locally and answers queries with deep links to the exact second.

T0mSIlver/vidtheque

ast-editor

by kambleakash0

AST-targeted code editing MCP server with 28 surgical tools for structural edits across 11 languages. Built on tree-sitter, replaces brittle search/replace with byte-correct edits keyed by symbol names.

kambleakash0/ast-editor

globus-mcp

by globus

MCP server enabling LLMs to manage Globus data transfers and compute tasks.

globus/globus-mcp

mcp-server-for-powershell

by danielklecha

Unofficial Powershell MCP server

danielklecha/mcp-server-for-powershell

Gemini Bridge

by ankitdotgg

Delegates large-context tasks from Claude to Google Gemini via subprocess, enabling token-efficient analysis of large files and codebases.

ankitdotgg/making-gemini-useful-with-claude

mcp-url-fetch

by aelaguiz

Model Context Protocol server for fetching URLs from Claude, Cline, and other MCP clients.

aelaguiz/mcp-url-fetch

simple-reddit-mcp

by ekatiyar

A read-only Reddit MCP server that fetches threads, comments, and subreddits from the Arctic Shift archive over HTTP, requiring no Reddit account or API key.

ekatiyar/simple-reddit-mcp

Toki Toki no Mi

by xfloukiex-lab

An MCP server that records decisions, rejected alternatives, and justifications, and retrieves them later to avoid re-litigating past choices. It stores data locally in SQLite and Markdown.

xfloukiex-lab/toki-toki

bad-mcp

by ytkoka

A harness for building test MCP servers that reproduce common attack patterns, enabling detection evaluation via streaming HTTP or stdio.

ytkoka/bad-mcp

OmniMCP Router

by simonc44

A universal MCP gateway that aggregates multiple MCP servers into a single endpoint, providing features like hot-reload, auto-healing, and a hook system for request/response mutation.

Simonc44/OmniMCP

UK Property Data

by paulieb89

UK property data MCP server — Land Registry comps, EPC, Rightmove, rental yields, stamp duty, Companies House. 13 tools.

paulieb89/property-shared

ku-portal-mcp

by sonaiengine

Enables Korea University students to query their KUPID portal and Canvas LMS using natural language for notices, library seats, timetable, grades, courses, and assignments.

SonAIengine/ku-portal-mcp

scrapedatshi-mcp

by mxchris18

Enables Claude to scrape, crawl, extract data, and sync to vector databases using scrapedatshi's RAG pipeline, with support for multiple embedding and vector DB providers.

mxchris18/scrapedatshi-mcp

Generate Tech Stack

by askuma

Visual tech-stack inventory of any codebase: languages, frameworks, databases, AI SDKs, infra.

askuma/generate-tech-stack

vultr-dns-mcp

by rsp2k

Enables management of Vultr DNS records through natural language with AI assistants or direct Python integration.

rsp2k/vultr-dns-mcp

Gitingest-MCP

by puravparab

mcp server for gitingest

puravparab/Gitingest-MCP

gmail-send

by baddif

Enables AI agents to send emails via Gmail using App Password authentication with Markdown content support.

baddif/mcp-server-gmail-send

File Tools MCP Server

by bumpyclock

An MCP server that provides file and directory tools for LLMs, including project structure analysis, file reading, and project context resources, with support for .gitignore patterns.

BumpyClock/file-tools-mcp

autoevolve

by rightnow-ai

MCP server for agent-native evolutionary optimization. Enables agents to join runs, submit gate-checked mutations, and collaborate on evolving code toward a stated goal.

RightNow-AI/autoevolve

pan-mcp-relay

by paloaltonetworks

Security-enhanced MCP Relay/Proxy server providing real-time AI threat protection for MCP Clients, scanning tool descriptions, call parameters, and responses for threats like prompt injections and malicious URLs.

PaloAltoNetworks/pan-mcp-relay

LinkAgent

by karthik-ak-git

LinkAgent is a Python MCP server that extracts structured data from any website via Chrome DevTools Protocol. It features a plugin architecture with LinkedIn-specific extractors for feed, profiles, companies, jobs, and search, plus a Chrome extension bridge for authenticated browsing.

karthik-ak-Git/LinkAgent

claude-journal

by chrismbryant

A lightweight journal/memory system for Claude Code with no ML dependencies, using SQLite for fast local storage.

chrismbryant/claude-journal-mcp

folk-crm

by fuego-wtf

Interact with Folk CRM to manage people, companies, groups, and notes via MCP tools.

fuego-wtf/folk-mcp

AgentVault

by bch1212

Credential vault for AI agents with Fernet-encrypted API keys, per-agent spending budgets, and comprehensive audit logs.

bch1212/agentvault

Context Bridge

by codinglone

A unified context layer that connects your local data — repositories, documents, remote machines, and notes — to LLM interfaces through the Model Context Protocol (MCP).

Codinglone/mcp-context-bridge

WeChat MCP Server

by sssssssynqa

Enables Claude Code to read encrypted WeChat chat history from local database, search messages, view sessions and contacts.

SsssssSynqa/WeChat-ClaudeCode-MCP

ketcher-mcp-server

by lunnynight

MCP server for Ketcher chemical structure editor integration, enabling SMILES/MOL/InChI conversion, image generation, molecular property calculation, and validation.

lunnynight/ketcher-mcp-server

smart-webfetch-mcp

by mathisto

Context-aware web fetching for LLMs, providing 7 tools to check page size, fetch with truncation, extract code/sections/links/tables, and paginate large documents.

mathisto/smart-webfetch-mcp

remote-admin-mcp

by intershopper

Enables AI assistants to manage remote servers via SSH with agentless command execution, file operations, and service management.

intershopper/remote-admin-mcp

MedCalc MCP Server

by vitaldb

Provides 59 clinical medical calculators and scoring tools for healthcare professionals and AI assistants, covering renal, cardiovascular, pulmonary, critical care, and other specialties.

vitaldb/medcalc

intervals-icu-mcp

by eddmann

MCP server enabling LLMs to interact with Intervals.icu - training data, wellness metrics, performance analysis, and workout planning

eddmann/intervals-icu-mcp

Shared Workspace MCP

by whiletrueblackobelizk

Local-first memory, pipelines, learning, feedback, and safe code tools for AI coding agents.

WhileTrueBlackObelizk/shared-workspace-mcp

Qiniu MCP Server

by qiniu

基于七牛云产品构建的 Model Context Protocol (MCP) Server，支持用户在 AI 大模型客户端的上下文中通过该 MCP Server 来访问七牛云存储资源、利用 Dora 服务进行图片操作等。\r\n\r\n如果有什么需求欢迎在下方评论，您也可以在 github 仓库中提 issue。

qiniu/qiniu-mcp-server

agent-memory

by tihon-veliar

Standalone memory microservice that converts completed agent sessions into long-term memory and exposes retrieval through an MCP tool interface, enabling agents to search their past interactions.

tihon-veliar/agent-memory

pmgarg/cgraphy

by pmgarg

Enables AI coding agents to query a codebase as a knowledge graph, providing token-budgeted context, search, and impact analysis via MCP tools.

pmgarg/cgraphy

uk-he-data-mcp

by wilgreeves-cmd

MCP server to query UK higher-education open data including National Student Survey results, student outcomes, and graduate earnings. Data is downloaded locally from official sources and compared against benchmarks.

wilgreeves-cmd/uk-he-data-mcp

Universal Source Management System

by zongmin-yu

A flexible system for managing various types of sources (papers, books, webpages, etc.) and integrating them with knowledge graphs.

zongmin-yu/sqlite-literature-management-fastmcp-mcp-server

Yahoo Fantasy MCP

by spilchen

A Model Context Protocol server that provides read-only access to Yahoo Fantasy Sports data, enabling AI assistants to query league standings, player stats, matchups, and rosters.

spilchen/yahoo_fantasy_mcp

CiteNexus MCP

by akougkas

Enables AI agents to access academic citations, fetch metadata, and generate BibTeX entries directly from Google Scholar via MCP tools.

akougkas/cite-nexus-mcp

youtube-research

by plaguedoctor39

Enables YouTube integration with Claude Code, including video search, metadata retrieval, transcript fetching, channel exploration, and trending videos.

plaguedoctor39/youtube-research

HAR Analyzer MCP Server

by polybeta2

A Python MCP server that loads and analyzes HAR files locally, providing structured summaries to AI assistants to avoid token explosion and sensitive content filtering.

polybeta2/har-mcp-server

largefile

by peteretelej

Navigate, search, and edit large codebases, logs, and data files that exceed AI context limits.

peteretelej/largefile

codegraph-mcp

by sahilsheikh12299

MCP server that enables intent search over Python call graphs inside Cursor, returning cite spans and call chains to reduce token usage.

SahilSheikh12299/codegraph-mcp

mcp-gsuite MCP server

by markuspfundstein

MCP Server to interact with Google Gsuite prodcuts

MarkusPfundstein/mcp-gsuite

ocrmypdf-mcp

by jcm4tx

Exposes ocrmypdf as a single tool for OCR-ing scanned PDFs, with automatic PATH handling for Tesseract and Ghostscript on Windows to ensure compatibility with Claude Desktop.

jcm4TX/ocrmypdf-mcp

transcend-mcp-server

by cargoffer

AI-powered route optimization MCP server for heavy vehicles and logistics. Calculate truck-optimized routes, predict traffic congestion with LSTM neural networks, compute toll costs, fuel costs and CO2 emissions, find truck stops and check weather along any European route.

cargoffer/transcend-mcp-server