The MCP Trust Index.

PyScribe

by aditya452007

Code analysis for Python, TypeScript, and JavaScript via AST parsing, call graphs, and change impact analysis.

aditya452007/pyscribe_mcp

arch7

by ktcrisis

Generates Excalidraw architecture diagrams with support for 60+ components including GCP, Kafka, and AI/Agentic shapes. Provides MCP tools for creating, modifying, and converting diagrams from structured input or Mermaid syntax.

KTCrisis/arch7

Sozio Thin

by fabianbartschdatenanalyse

Enables reproducible analysis of 100 curated Swiss open-data resources by searching profiles, materializing PXWeb data, validating and executing SQL, and formatting reproduction details, with reasoning delegated to the MCP client.

FabianBartschDatenanalyse/sozio-thin

Implore MCP

by kerodkibatu

Enables AI assistants to request human input through interactive GUI dialogs with quiz-style questions, supporting multiple choice and free-form responses for clarification, decisions, and knowledge extraction.

kerodkibatu/implore-mcp

MCP PDF

by rsp2k

Enables AI-powered extraction and analysis of PDF documents with 40+ specialized tools for text, tables, images, layout analysis, security assessment, and document intelligence. Supports both text-based and scanned PDFs with OCR capabilities.

rsp2k/mcp-pdf

gget-cryo

by irisapo13

Enables searching cryo-EM density maps in EMDB and raw datasets in EMPIAR, with filtering by resolution, keyword, and cross-referencing between the two databases.

IrisApo13/cryoEM-tools

PyWA MCP Server

by jem-hr

Provides comprehensive WhatsApp Business API functionality with 18 tools for sending messages, media, interactive buttons/lists, templates, reactions, and managing message status through the PyWA library.

Jem-HR/pywa-mcp-server

Windows-MCP

by 13888285815

A lightweight server that enables AI agents to interact natively with the Windows operating system for tasks like UI automation and application control. It allows LLMs to perform file navigation, simulate user input, and manage windows without requiring specialized computer vision models.

13888285815/windows-mcp

mcp-tour

by tjwodud04

Integrates the Korea Tourism Organization's API to provide tourist spot recommendations and detailed information, including attractions, food, and accommodation.

tjwodud04/mcp-tour

Bio-MCP FastQC Server

by bio-mcp

Enables AI assistants to perform quality control analysis on high-throughput sequencing data using FastQC and MultiQC. It supports single-file and batch processing of FASTQ/FASTA files and generates comprehensive, interactive summary reports.

bio-mcp/bio-mcp-fastqc

leetcode-mcp-server

by jinzcdev

An MCP server enabling automated access to LeetCode's problems, solutions, and public data with optional authentication for user-specific features, supporting leetcode.com & leetcode.cn sites.

jinzcdev/leetcode-mcp-server

code-vector-sync

by abernaughty

Enables semantic code search over a local codebase using Qdrant vector embeddings and OpenAI embeddings, allowing natural language queries from MCP-compatible clients like Claude Desktop.

Abernaughty/code-vector-sync

MCP Server Demo

by markjukerburg

A getting started guide and template for creating Python-based MCP servers using uv for project management. Provides setup instructions for developing and testing MCP tools that can integrate with Claude Desktop.

markjukerburg/MCP-

mcp-server-pdf

by kohei25

An MCP server that downloads PDF files from URLs and converts them to Markdown format. Supports custom file names and directories, with security measures like SSRF protection.

kohei25/mcp-server-pdf

vn-autocad-claude

by andyluu98

Enables Claude to control AutoCAD—draw, edit, query, layers, blocks, annotations, screenshots, plot to PDF—using plain language.

andyluu98/vn-autocad-claude

OpenFDA FastMCP Server

by suyashekhande

Enables AI agents to query and analyze FDA adverse events, drug labels, medical device clearances, and other public health datasets through natural language commands.

SuyashEkhande/OpenFDA-Semantic-MCP

Agents MCP Server

by piotr1215

MCP server for agent-to-agent communication over NATS with live session push via Claude Code Channels.

Piotr1215/agents-mcp-server

TimeSeriesMCPServer

by heny114514

时间序列预测MCP服务器，支持RNN、LSTM、GRU三种深度学习模型的训练、对比和预测。

Heny114514/TimeSeriesMCPServer

BSL MCP Server

by phsin

Enables analysis of BSL/OS files using the BSL Language Server, providing diagnostics and code formatting.

phsin/mcp-bsl-ls

Gmail MCP Server

by ajaysmb

Provides MCP clients with safe local access to read, search, and send Gmail messages using token-efficient outputs and explicit permissions.

ajaysmb/gmail-mcp

agents-shipgate

by threemoonslab

The deterministic merge gate for AI-generated agent capability changes — a local-first, static Tool-Use Readiness review for MCP, OpenAPI, and SDK tool surfaces. Open-source CLI + GitHub Action.

ThreeMoonsLab/agents-shipgate

data-analysis-mcp

by bach-ai-tools

Enables data analysis and visualization operations such as loading CSV/Excel/JSON files, computing summary statistics, generating charts, and exploring datasets via SSE/HTTP.

BACH-AI-Tools/data-analysis-mcp

notion-mpm

by bobmatnyc

Enables interaction with Notion workspaces through a comprehensive set of tools for managing pages, blocks, databases, users, comments, and search. Provides both a clean Python API and an MCP server for use with Claude Desktop.

bobmatnyc/notion-mpm

C2PA Knowledge Graph

by encypherai

MCP server for querying versioned C2PA specification knowledge graphs, enabling AI agents to browse entity definitions, validation rules, and version diffs via natural language.

encypherai/c2pa-knowledge-graph

GeoNode MCP

by davicustodio

MCP server for GeoNode 4.x and 5.x, enabling search, management, and configuration of GeoNode resources through the REST API.

davicustodio/mcp-geonode-api

archdiagram

by bharathgnana

MCP server for generating architecture diagrams with official vendor icons from natural language descriptions. Provides tools to validate specs, render diagrams, search icon catalog, and list available services.

bharathgnana/archdiagram

MCP Server Generator

by hitoshura25

Generates production-ready MCP servers with dual-mode (MCP + CLI) architecture, tests, and documentation. Includes progressive disclosure tools for AI agents and best practices guidance.

hitoshura25/mcp-server-generator

Conan MCP Server

by conan-io

A Model Context Protocol server for Conan package manager integration, enabling dependency management, project creation, and security scanning via natural language.

conan-io/conan-mcp

Groceries MCP Server

by o-b-one

Enables searching for groceries and automatically adding items to cart through various grocery vendor APIs like Rami Levy and Keshet.

o-b-one/groceries-mcp

fal-ai-mcp-server

by szotasz

An MCP server that gives Claude access to fal.ai generative AI models for images, videos, audio, and 3D content generation and editing.

Szotasz/fal-ai-mcp-server

mock-llm-mcp

by rebaselabs-framework

MCP server to mock OpenAI, Anthropic, and Google Gemini responses for testing AI integrations without real API keys or token spend.

rebaselabs-framework/mock-llm-mcp

multi-llm-mcp

by mai-yyy

一个让 Claude Code 调用 Codex 干活，并可以同时调用多个模型（GPT、Kimi、DeepSeek 等）的 MCP 工具。

mai-yyy/multi-llm-mcp

Reka Vision MCP Server

by reka-ai

Enables AI agents to upload, index, search, and analyze videos through the Reka Vision API, supporting natural language search, visual question answering, and extraction of transcripts and captions.

reka-ai/reka-mcp

devto-mcp-server

by happymonkeyai

Provides tools to search and retrieve articles from the dev.to API, including search by query, tag, or technology, and fetching full articles by ID or slug.

HappyMonkeyAI/devto-mcp-server

PlexTrac MCP Server

by erikrubstein

An unofficial MCP server for PlexTrac that exposes 335 tools for managing clients, reports, findings, assets, and more through natural language, enabling agents like Codex and Claude to interact with PlexTrac programmatically.

erikrubstein/plextrac-mcp2

MCP Project Manager

by dhruv-vootkuri

Enables task management (create, list, update tasks with priority and status) using SQLite storage via MCP tools.

dhruv-vootkuri/mcp-project-manager

TradeMCP

by vadik-el

An MCP server that makes trade documents machine readable using Docling for local, deterministic document extraction and search, with no AI required.

vadik-el/kansofy-trade

Outlook MCP Server

by ampcome-mcps

Provides comprehensive integration with Microsoft Outlook for managing emails, contacts, calendars, and folders through the Microsoft Graph API. It offers 26 specialized tools to perform actions like sending emails, scheduling meetings, and organizing mail folders.

ampcome-mcps/outlook-mcp

Discord MCP

by ramsi-k

Enables AI assistants to interact with Discord servers, including listing servers/channels, sending messages, and managing reaction-based opt-in campaigns.

Ramsi-K/discord-mcp

CrewAI MCP Orchestrator

by ssolis-ti

Transforms any compatible LLM or AI Assistant into a master orchestrator of CrewAI, providing tools to dynamically generate, edit, test, and execute multi-agent systems.

ssolis-ti/crewai-mcp-hq

Dataverse MCP Server

by lukasnespor

Connects Claude to Microsoft Dataverse for everyday record operations like listing, creating, updating, and deleting records, with interactive authentication and caching.

LukasNespor/dataverse-mcp

FleetShell

by pela36

Enables Claude AI to execute commands across multiple remote servers via SSH, with TOTP 2FA authentication and 29 built-in MCP tools for server management.

Pela36/fleetshell-mcp

context-bridge

by zachvp

Enables Claude Code to search and retrieve past chat history from Claude.ai exports and Claude Code sessions, allowing the AI to reference previous conversations and decisions.

zachvp/context_bridge

MCP Marketing Agency

by rayssamansur

Specialized MCP server for digital marketing and social media management, enabling content generation, hashtag optimization, planning, analytics, and engagement strategies.

RayssaMansur/mcp-marketing-agency

AWS FinOps MCP Server

by am2308

Enables natural language analysis of AWS cloud costs, waste audits, and budget insights across multiple profiles and regions.

am2308/finops-mcp

CallGraph MCP Server

by nicolasvautrin

Enables analysis of Java call graphs in Axelor projects via ASM bytecode analysis, supporting dependency discovery, change impact analysis, and call chain tracing through SQLite queries.

NicolasVautrin/CallGraph

profile-project

by goosefly99

A self-contained Claude Code plugin that profiles a project by running a fixed DAG to emit agent-facing context pages, a human/developer guide, and a queryable vectorstore.

goosefly99/profile-project-claude-plugin

RentCast MCP Server

by bfhayes

Wraps the RentCast API to search houses for sale, get valuations, rent estimates, and market statistics.

bfhayes/RentCastMCP

bahmni-mcp

by lingeswarantw

MCP server that exposes the OpenMRS/Bahmni REST API as tools for Claude to interact with Bahmni instances.

lingeswaranTW/bahmni-mcp-server

MCE — MCP Code Execution

by hypen-code

Provides a sandboxed Docker environment for executing Python code against API endpoints, exposing tools for discovery, inspection, execution, and reuse.

hypen-code/mcp-code-execution