The MCP Trust Index.

reasonix-feishu-mcp

by monc618

MCP server for Feishu/Lark API integration, enabling AI agents to send messages, manage groups, create and edit documents and spreadsheets, and search knowledge bases.

Monc618/reasonix-feishu-mcp

GenZ MCP Server

by petems

A streamlined MCP server that provides essential AI-powered tools for interactive development chat and systematic root cause analysis. It supports multiple AI providers to help developers brainstorm technical solutions and perform evidence-based debugging.

petems/genz-mcp-server

Qonto MCP Server

by j-about

Enables interaction with Qonto's Business API for banking operations. Supports all API key-accessible endpoints for managing business banking transactions and account information.

j-about/Qonto-MCP-Server

geant4-simulation

by abhich2507

Enables GEANT4 particle physics simulations via Claude Desktop, allowing configuration of particle type, energy, detector material, and running simulations through natural language.

abhich2507/geant4-mcp

Awareness Local

by edwin-hao-ai

A local-first MCP memory server that gives AI coding agents persistent memory with hybrid semantic and keyword retrieval, working fully offline.

edwin-hao-ai/Awareness-Local

textual-criticism-mcp

by noveltydreams

Biblical text analysis with textual criticism support. An MCP server for morphological analysis, manuscript variants, and concordance searches across Hebrew and Greek biblical texts.

NoveltyDreams/textual-criticism-mcp

Prycd Pricing MCP Server

by bach-ai-tools

Enables access to the Prycd Pricing API for retrieving estimated property values and performing health checks on the API service.

BACH-AI-Tools/bachai-prycd-pricing

Perseus for Slack

by perseus-computing-llc

Brings live project context into Slack via MCP, enabling developer teams to check service health, recall team decisions, search code, and query project context directly from chat.

Perseus-Computing-LLC/slack-perseus-agent

MCP Vision Server

by coffe-d

Enables Claude Code to describe images and extract text using Kimi/Moonshot vision API. Supports local image files with customizable prompts.

coffe-d/MCP-Vision-Server

Rememberizer Vector Store MCP Server

by skydeckai

Enables LLMs to interact with Rememberizer Vector Store for semantic search, document creation, deletion, and modification.

skydeckai/mcp-rememberizer-vectordb

Selenium Self-Healing MCP Server

by aiqualitylab

Automatically fixes broken Selenium test locators when UI changes occur, reducing test maintenance overhead.

aiqualitylab/selenium-selfhealing-mcp

OCR.space MCP Server

by agentic-ai-forge

MCP server for OCR.space API to extract text from images and PDFs, with tools for file, URL, automatic oversized handling, and language support.

agentic-ai-forge/ocr-space-mcp

SkyDeckAI Code

by fastmcp-me

Provides tools for AI-driven development workflows including file system operations, code analysis, code execution, web fetching, and search.

fastmcp-me/skydeckai-code

agent-webhook

by nyx-builds

A webhook management and delivery service with MCP tools for endpoints, deliveries, relay, and incoming webhooks, enabling autonomous agents to send, track, and relay webhooks.

nyx-builds/agent-webhook

spiderswitch

by hiddenpath

MCP server that enables agents to dynamically switch between multiple AI models (OpenAI, Anthropic, Google, etc.) with unified protocol-driven configuration and capability discovery.

hiddenpath/spiderswitch

shotgrid-mcp

by huikku

A lean MCP server giving LLM agents full access to the ShotGrid / Autodesk Flow Production Tracking API through 15 curated tools, including generic CRUD, schema discovery, and safe writes with a dry_run flag.

huikku/shotgrid-mcp

odoo-mcp-server

by mrkhaled007

An MCP server that enables AI assistants to safely query live Odoo 19 data with a defense-in-depth security layer, providing read-only tools for partners, sales, inventory, and finance.

MrKhaled007/odoo-mcp-server

SonarQube Metrics

by archai-labs

Integrates with SonarQube to provide code quality metrics like bugs, vulnerabilities, code smells, coverage, and duplication density at project and component levels for development teams.

archai-labs/fastmcp-sonarqube-metrics

GitHub Issues MCP Server

by c-you-know

Enables AI assistants to discover, filter, and triage GitHub issues across repositories, with tools for fetching issue details, listing issues by state/labels, and finding related pull requests.

C-you-know/Github-Issues-MCP-Server

claude-collaborator

by coreeye

Enables multi-AI collaboration with Claude and GLM for C# codebases, providing auto-learning, persistent memory, and creative brainstorming to assist development.

coreeye/claude-collaborator-learning-mcp

web3-docs

by dioptx

Unifies 11 protocol specification repositories (EIPs, BIPs, CIPs, etc.) and canonical contract addresses across 10 chains into a local FTS5 index, enabling coding agents to retrieve exact spec text and contract addresses via natural language queries.

dioptx/web3-docs

falcon-mcp

by fastmcp-me

Model Context Protocol server that connects AI agents with CrowdStrike Falcon platform for intelligent security analysis and automation.

fastmcp-me/falcon-mcp

MCP-Finance-Reconciliation

by aditya-j101

Automates month-end close reconciliation tasks including bank statement matching, GL account reconciliation, intercompany balance checking, and close task tracking.

Aditya-j101/MCP-Finance-Reconciliation

Finance Agent MCP Server

by agenticai-ind

MCP server for personal finance management and investment tracking with real-time market data, expense tracking, portfolio management, and AI financial advisor capabilities.

AgenticAI-Ind/finance-agent

MyCourseVille MCP

by helpmepeet

Enables AI to read MyCourseVille data locally, including assignments, deadlines, grades, announcements, and course materials.

Helpmepeet/MCV_MCP

notebooklm-mcp-2026

by faxtom

MCP server for querying Google NotebookLM notebooks, enabling AI assistants to list notebooks, read sources, and ask questions about them.

Faxtom/notebooklm-mcp

zubeid-youtube-mcp-server

by zubeidhendricks

YouTube MCP Server Implementation

ZubeidHendricks/youtube-mcp-server

YaTracker Connector

by belkin-digital

Enables interaction with Yandex Tracker through its API for managing tasks, comments, and attachments. It supports issue searching, status transitions, and metadata retrieval for automated project management.

belkin-digital/yatracker-connector

websearch-skill

by hec-ovi

Enables AI agents to perform multi-engine web search, fetch web pages, and extract clean Markdown content via MCP, with no API keys required.

hec-ovi/websearch-skill

MCP Airlock

by lara-muhanna

Enables secure, zero-trust access to MCP tools through short-lived, signed capability leases that bind tool execution to specific sessions, intents, and constraints. Prevents prompt injection attacks and privilege escalation with dynamic risk scoring, policy enforcement, and tamper-evident audit logging.

lara-muhanna/mcp-airlock

Credential Manager MCP

by csoai-org

Credential Manager - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/credential-manager-mcp

tor-mcp

by rushikeshmore

Routes web requests from AI tools through Tor for anonymized fetching, with selective per-URL routing to bypass Tor-blocking sites.

rushikeshmore/tor-mcp

Rememberizer MCP Server

by skydeckai

Enables interaction with Rememberizer.ai knowledge repositories to search, retrieve, and store information across sources like Slack, Gmail, and Google Drive. It supports semantic search and agentic queries to access and manage personal or team internal knowledge.

skydeckai/rememberizer-mcp-asdasd

Awesome-MCP-Server 🚀

by aianytime

All MCP Servers related projects.

AIAnytime/Awesome-MCP-Server

jmd-mcp-sql

by ostermeyer

Enables natural language database interaction with SQLite through JMD documents, allowing CRUD operations and schema management via simple text format.

ostermeyer/jmd-mcp-sql

camofox-browser MCP server (stage2)

by jfjensen

Provides persistent browser tabs with tools to read, click, type, and interact with web pages, enabling local LLM agents to perform multi-step web tasks.

jfjensen/local-LLM-agent-mcp-interaction

EduChain MCP Server

by taksh-pal

Integrates EduChain's educational content generation capabilities with Claude Desktop, enabling creation of multiple-choice questions, comprehensive lesson plans, and flashcards for any educational topic.

TAKSH-PAL/Educhain_mcp

MCP Context Graph

by padobrik

A self-contained, in-memory graph database for AI Agents. Provides semantic code understanding through the Model Context Protocol (MCP).

padobrik/mcp-context-graph

mozaia-laws-mcp

by dequive

MCP server for real-time access to Mozambican legislation, enabling search, status checks, article retrieval, historical versions, and citation resolution via the Mozaia platform.

dequive/mozaia-laws-mcp

AIMFP

by aryanduntley

MCP server for the AIMFP paradigm, enabling AI assistants to manage functional programming projects with persistent database state, directive compliance, and task tracking via JSON-RPC tools.

aryanduntley/aimfp

bigquery-mcp

by aicayzer

MCP server for secure BigQuery access across multiple Google Cloud projects, enabling querying, schema exploration, and data analysis with SQL validation and read-only controls.

aicayzer/bigquery-mcp

Trading 212 MCP Server

by nigelvanhattum

Exposes Trading 212 trading account, instruments, orders, history, and pies as MCP tools. Allows placing and canceling real orders (defaults to demo/paper environment).

NigelVanHattum/Trading212-MCP

Flow2API MCP Server

by barometer-2002

Wraps Flow2API / OpenAI-compatible image generation upstream into an MCP service, providing image generation, history, and caching tools.

Barometer-2002/flow2api-mcp

Google Cloud Natural Language MCP Server

by pacamaraprogress

Enables Claude to analyze sentiment, extract entities, classify content, and analyze syntax via Google Cloud Natural Language API.

Pacamaraprogress/naturallanguageapimcp

Expert Among Us

by portablestew

Indexes commit history to create a queryable expert, providing insights into code evolution, developer intent, and hidden patterns beyond static code analysis.

portablestew/expert-among-us

Calibre MCP Server

by miguel0888

Provides AI agents with research capabilities for local Calibre e-book libraries, including fulltext search across titles, ISBNs, and comments, plus structured excerpt retrieval from books.

Miguel0888/mcp-server

Self-MCP

by harisgulzar1

A Model Context Protocol (MCP) server that provides unified access to one's professional profile, including experience, publications, career timeline, and social media presence.

harisgulzar1/self-mcp

figma-mcp-server

by drx-1877

Enables developers to extract and organize Figma design files, including complete node data (tree structure and images) for AI understanding and code generation.

DRX-1877/figma-mcp-tools

llm-wiki-kiss

by hor-net

A KISS self-hosted wiki server for AI agents, providing MCP tools to list, read, search, write, and append notes to Markdown files on the filesystem.

hor-net/llm-wiki-kiss

Whatsapp Number Validator3 MCP Server

by bach-ai-tools

Validates whether phone numbers are registered on WhatsApp, supporting single and bulk (up to 10) number checks.

BACH-AI-Tools/whatsapp_number_validator3