The MCP Trust Index.

gograph

A local AST and type-aware Go repository context indexer that uses CHA to map symbols, call graphs, dependencies, and architecture patterns. Built for AI coding agents that need to navigate and reason about large Go codebases without reading raw files.

ozgurcd/gograph

Daemon-MCP

Daem0n-MCP provides AI agents with persistent, semantically indexed memory to track decisions, rules, and outcomes across sessions. It actively prevents repetitive mistakes by enforcing context checks and prioritizing information about past failures during recall. Best for Claude Code.

9thLevelSoftware/Daem0n-MCP

graqle

Dev intelligence layer that builds a knowledge graph from any codebase and exposes 7 MCP tools for graph-powered reasoning, impact analysis, and preflight safety and governance checks.

quantamixsol/graqle

gapra/usevyre

useVyre MCP server — gives Claude Desktop real-time access to component context

gapra/usevyre

InstantCMS MCP Server

Provides a specialized environment for developing InstantCMS 2 addons and templates by exposing hooks, class APIs, and code structures to AI assistants. It enables automated scaffolding, validation, and searching of system components to streamline the creation of functional CMS extensions.

instantcms-dev/instantcms-mcp

PyWry

PyWry is a cross-platform app factory, rendering engine and UI toolkit for Python that produces native desktop, web, and notebook experiences from a single API.

deeleeramone/PyWry

YouTube DLP

Extracts YouTube video metadata, subtitles in multiple languages, and top comments using yt-dlp with proxy support for content analysis and accessibility workflows.

agentx-ai/agentx-mcp-servers

Audrey

Local-first memory firewall and MCP server for AI agents. Audrey provides recall, memory capsules, preflight checks, reflexes, validation, tool-trace learning, contradiction handling, and SQLite/sqlite-vec storage.

Evilander/Audrey

PeMCP

An comprehensive MCP Server for PE File Analysis

JameZUK/PeMCP

ASG Card

Virtual MasterCards for AI agents. Issue and manage cards via MCP.

ASGCompute/asgcard-public

Instagram Engagement

Enables detailed Instagram interaction analysis by processing comments, user profiles, and post metrics to extract demographic insights and identify potential marketing leads through a private API integration.

bob-lance/instagram-engagement-mcp

Frihet MCP Server

AI-native business management — invoices, expenses, clients, products, quotes, and webhooks. 31 tools for Claude, Cursor, Windsurf, and Cline.

Frihet-io/frihet-mcp

Language Server

Integrates language server capabilities to provide code analysis, completion, and diagnostics for developing in various languages.

alexwohletz/language-server-mcp

Canvas LMS

Integrates with Canvas LMS to retrieve course information, modules, and learning materials based on natural language queries or image analysis, enabling students to find relevant educational resources without leaving their conversation.

aryankeluskar/canvas-mcp

Maestro Flow

Workflow orchestration CLI with MCP endpoint support, multi-agent dashboard, and extensible template system.

catlog22/maestro-flow

AI Intervention Agent

Enables real-time user intervention for MCP agents through a web UI, allowing users to review context and provide feedback when AI agents drift from intent, keeping them on track.

XIADENGMA/ai-intervention-agent

tally-mcp-server

Tally Prime MCP (Model Context Protocol) Server implementation to feed Tally ERP data to popular LLM like Claude, ChatGPT supporting MCP

dhananjay1405/tally-mcp-server

Brightspace MCP Server

MCP server for Brightspace (D2L): check grades, due dates, announcements, rosters & more using Claude, ChatGPT, Cursor, or any MCP client. Built with TypeScript and the D2L REST API.

RohanMuppa/brightspace-mcp-server

haymon-ai/dbmcp

Database MCP server for MySQL, MariaDB, PostgreSQL & SQLite with PII redaction and write-prevention

haymon-ai/dbmcp

agent-debugger

Enables AI agents to investigate backend incidents by executing runbooks that gather evidence from observability and storage systems.

UnCooe/debug-runbook

obsidian-cli-rest

Control your Obsidian vault programmatically. This plugin turns all Obsidian CLI commands into a local HTTP API and MCP server, letting you automate your workflow from scripts, tools, and AI assistants.

dsebastien/obsidian-cli-rest

Next.js Tailwind Assistant

Your comprehensive AI companion for building modern Next.js applications with React and Tailwind CSS. This MCP server provides instant access to complete documentation, production-ready components, and battle-tested design patterns abstracted from professional templates.

CaullenOmdahl/nextjs-react-tailwind-assistant

AuthMCP Gateway

Secure MCP protocol proxy with OAuth2 + Dynamic Client Registration (DCR), JWT auth, RBAC, rate limiting, multi-server aggregation, and a monitoring/admin dashboard.

loglux/authmcp-gateway

trend-pulse

MCP server for trend-pulse, an agentic trend intelligence platform that fetches and analyzes trending topics from 37 sources, provides search, historical data, and lifecycle prediction via 29 tools.

claude-world/trend-pulse

Packet Tracer MCP

An MCP server that allows LLMs to create, configure, validate, and explain Cisco Packet Tracer network topologies. It provides a comprehensive suite of tools for generating deployment scripts, CLI configurations, and automated network troubleshooting.

Mats2208/MCP-Packet-Tracer

Twining MCP Server

Provides agent coordination for Claude Code through a shared blackboard, decision tracking with rationale, and local semantic search over git-trackable JSONL files. It enables users to assemble tailored context packages and manage a lightweight knowledge graph for complex development tasks.

daveangulo/twining-mcp

Clickup Mcp Server

ClickUp MCP Server - Integrate ClickUp task management with AI through Model Context Protocol

taazkareem/clickup-mcp-server

brain-mcp

Cognitive prosthetic for AI agents. Indexes conversation history from ChatGPT, Claude Code, Cursor, and Gemini CLI into searchable embeddings. 25 MCP tools including tunnel_state (resume where you left off), switching_cost (quantify context-switch penalty), thinking_trajectory (track idea evolution), and alignment_check (decisions vs principles). LanceDB + Parquet, 12ms recall, local-first.

mordechaipotash/brain-mcp

OneTool MCP

One MCP for developers — no tool tax, no context rot. 100+ tools including Brave, Google, Tavily, Context7, Excalidraw, AWS, Excel, Database, Playwright, Chrome DevTools, and more. Install once, access everything.

beycom/onetool-mcp

excalimate/excalimate

Turn Excalidraw diagrams into keyframe animations. AI-powered creation via MCP, E2E encrypted sharing, export to MP4/WebM/GIF/SVG.

excalimate/excalimate

discogs-mcp-server

MCP server for Discogs

cswkim/discogs-mcp-server

ONLYOFFICE DocSpace MCP Server

Connects AI agents to ONLYOFFICE DocSpace, enabling them to manage rooms, collaborate on files, and handle permissions via natural language. It supports multiple transport protocols and authentication methods to facilitate document workflow automation.

ONLYOFFICE/docspace-mcp

Stateless Agent Memory Engine (SAME)

I gave Claude a mass grave of 200 markdown files and now it remembers my entire project between sessions. No cloud, no API keys, one 10mb Go binary, and private. Stateless Agent Memory Engine is your synapse to the CLI.

sgx-labs/statelessagent

Mesh MCP

Access your network seamlessly with a simple and efficient server. Leverage a variety of tools to enhance your applications and workflows. Start integrating with your existing systems effortlessly.

clay-inc/clay-mcp

mql5-help-mcp

Provides AI coding assistants with local access to 4500+ MQL5 documentation files and supplementary ebooks via MCP, enabling efficient search, browsing, and error diagnosis for MQL5 development.

caoshuo594/mql5-help-mcp

GitMem

Persistence memory MCP server that enables AI coding agents to recall and learn from past sessions, storing scars, wins, patterns, and decisions for continuous improvement.

gitmem-dev/gitmem

omni-dev

Atlassian Jira/Confluence MCP server with schema-validated Markdown↔ADF roundtrips — surfaces content-model violations at conversion time instead of silently dropping panels, mentions, and layouts.

rust-works/omni-dev

webpeel

The web data platform for AI agents. Fetch, search, crawl, extract, monitor, and screenshot any URL. 55+ domain extractors, 65-98% token savings. 7 MCP tools included.

webpeel/webpeel

AdsPower Browser Manager

Enables AI-driven browser profile management through AdsPower's local API, providing tools for creating, updating, opening, and deleting browsers with customizable fingerprints and proxy configurations.

adspower/adspower-browser

Binance MCP Server

Provides over 156 tools to interact with the Binance.com global exchange API for spot trading, wallet management, and staking operations. It enables users to execute orders, retrieve market data, and manage crypto assets through natural language interfaces like Claude and ChatGPT.

nirholas/Binance-MCP

BNB Chain MCP

A comprehensive MCP server for interacting with the BNB Chain ecosystem, including BSC EVM operations, BNB Greenfield decentralized storage, and the Sperax Protocol. It enables users to manage wallets, execute token transactions, and handle storage buckets using natural language.

nirholas/bnbchain-mcp

mnemory

Self-hosted MCP server giving AI agents persistent memory for personalization and context across conversations.

fpytloun/mnemory

Aegis

Governs AI agent actions with YAML-based policies, approval gates, audit trails, and risk classification.

acacian/aegis

🧠 Adaptive Graph of Thoughts

AI Reasoning Framework for Scientific Research

SaptaDey/Adaptive-Graph-of-Thoughts-MCP-server

OpenDia

Provides OpenDia diagram creation capabilities through a lightweight web server with WebSocket support and HTTP API endpoints for real-time collaborative diagram generation and editing.

aaronjmars/opendia

mcp-server-12306

12306 MCP Server​​ 是一个基于 ​​Model Context Protocol (MCP)​​ 的高性能火车票查询后端系统。它通过标准化接口提供官方 12306 的实时数据服务，包括余票查询、车站信息、列车经停站、中转换乘方案等核心功能。

drfccv/mcp-server-12306

apideck-libraries/mcp

Apideck Unified API MCP — 330 tools across 200+ SaaS connectors (accounting, CRM, HRIS, ATS).

apideck-libraries/mcp

European Parliament MCP Server

Model Context Protocol Server for European Parliament Open Data Providing AI assistants with structured access to parliamentary datasets and OSINT Intelligence Capabilities

Hack23/European-Parliament-MCP-Server

Google Research MCP

Google Researcher MCP server enables AI assistants like Claude, GPT, and other LLMs to: Search the web via Google (general, images, news) Read any webpage including JavaScript-rendered sites Extract YouTube transcripts automatically Parse documents (PDF, DOCX, PPTX)

zoharbabin/google-researcher-mcp

Google Researcher MCP Server

Power your AI agents with Google Search–enhanced research via an open-source MCP server. Includes tools for Google Search, YouTube/web scraping, LLM-driven synthesis, persistent caching, and dual transport (STDIO + HTTP SSE) for efficient, flexible integration.

zoharbabin/google-research-mcp