The MCP Trust Index.

NotebookLM MCP Server

by morfeu333

Enables interaction with Google's NotebookLM via the Model Context Protocol to manage notebooks, sources, and research tasks. Users can create, query, and summarize content, as well as generate artifacts like audio overviews and slide decks using natural language.

Morfeu333/notebooklm-mcp

pgx-mcp

by julius-schmidt

Enables real-time pharmacogenomics analysis, including variant clinical significance, drug-gene interactions, and dosing guidelines, by connecting to ClinVar, PharmGKB, gnomAD, and other databases.

Julius-Schmidt/mcp-pharmacogenomics

Outris-Identity

by outris-dev-user

Identity resolution MCP server for phone/email lookups across 31+ services. Provide detailed Identity info, Breach Info, Global + India coverage.

outris-dev-user/outris-identity-mcp

Quantum Hardware MCP Server

by lokesh-2025

An MCP server that provides real-time IBM Quantum device data including queue depths, error rates, and coherence times, enabling AI assistants to query and compare quantum hardware.

Lokesh-2025/quantum-hardware-mcp

GitHub CLI MCP Server

by munch-group

An MCP server that wraps the GitHub CLI to provide comprehensive access to repository management, pull requests, issues, and workflows. It enables users to perform complex GitHub operations and interact with the GitHub API through a standardized interface.

munch-group/gh-mcp

ManualWorks MCP

by plainday

Enables keyword searching across ManualWorks documents by combining document and chapter APIs to provide content snippets and URLs. It allows users to search and retrieve documentation data through natural language when a native search API is unavailable.

plainday/manual-works-mcp

Document Crawler & Search

by alizdavoodi

Crawls websites to generate searchable Markdown documentation with vector embeddings for semantic search capabilities beyond training cutoffs

alizdavoodi/mcpdocsearch

winrm-mcp

by haoylle

MCP server for controlling a Windows guest VM over WinRM, enabling PowerShell/CMD execution, file transfer, reboot, and KDNET debug configuration, typically paired with kd-mcp.

haoylle/26_WinRM-MCP

webfetch-camouflage

by tianhuil

MCP server for fetching web content with browser fingerprint camouflage, converting HTML to clean Markdown to bypass bot detection.

tianhuil/webfetch-camouflage-mcp

MCP Notes Server

by pipinho13

A beginner-friendly MCP server for managing personal notes. Enables Claude to create, list, read, search, update, and delete notes saved as Markdown files.

pipinho13/mcp_tutorial

solidworks-mcp

by yimu0824

MCP bridge server for SolidWorks that enables AI assistants to control SolidWorks programmatically via COM automation.

yimu0824/solidworks-mcp

Memstem

by memstem

A standalone memory service that provides a unified, pull-based knowledge store for AI agents, enabling shared memory and skills across multiple AI clients via MCP.

Memstem/memstem

mcp-reranker

by globalpocket

A generic Model Context Protocol (MCP) server for high-accuracy document reranking using sentence-transformers (Cross-Encoder). Ideal for enhancing RAG and AI agent decision-making. sentence-transformers (Cross-Encoder) を使用して文書の関連度を再計算・ソートする汎用 MCP (Model Context Protocol) サーバー。

globalpocket/mcp-reranker

openedu-mcp

by cicatriiz

OpenEdu MCP Server for educational resources and curriculum planning, integrates with OpenLibrary, Wikipedia and arXiv

Cicatriiz/openedu-mcp

ContextForge MCP Gateway

by jrmatherly

A feature-rich gateway and proxy that federates MCP, REST, and gRPC services into a unified endpoint for AI clients. It enables virtualization of legacy APIs as MCP-compliant tools while providing built-in security, rate-limiting, and OpenTelemetry observability.

jrmatherly/mcp-context-forge

Market Index MCP

by tamappe

Provides natural language access to over 100 years of historical market index data, including S\&P 500, NASDAQ 100, and Nikkei 225. It enables users to query price ranges, compare symbol performance, and analyze historical market trends directly within Claude.

tamappe/market-index-mcp

MCP-GMX-VMD

by egtai

Integrates GROMACS molecular dynamics simulations with VMD visualization, enabling setup, execution, analysis, and 3D visualization of molecular dynamics workflows through natural language.

egtai/gmx-vmd-mcp

flin-google-ads-mcp

by flin-agency

Read-only MCP server for Google Ads, enabling querying campaigns, ad groups, ads, insights, and keywords without create/update/delete operations.

flin-agency/flin-google-ads-mcp

intake_triage_mcp

by granolacowboy

A deterministic MCP server for legal intake triage that provides practice-area lookup, conflict screening, matter validation, follow-up drafting, and triage logging with a hard conflicts gate.

granolacowboy/intake-triage-mcp

Swagger MCP Server

by dcolley

Swagger to MCP server

dcolley/swagger-mcp

divination-chart-mcp

by wangsquirrel

An MCP server for generating Chinese divination charts (Six-line and Bazi) based on user input.

wangsquirrel/divination-chart-mcp

meok-mcp-injection-scan-mcp

by csoai-org

Scans MCP servers for prompt-injection, tool-poisoning, and SSRF vulnerabilities using 30+ canonical rules across 5 severity tiers, with optional signed safety reports for procurement.

CSOAI-ORG/meok-mcp-injection-scan-mcp

Cisco RADKit MCP Server

by ciscodevnet

Enables LLMs to interact with network devices via Cisco RADKit, supporting inventory discovery, device attribute inspection, CLI command execution, and SNMP queries.

CiscoDevNet/radkit-mcp-server-community

trvl

by mikkoparkkola

Travel MCP server + CLI for AI assistants — flights, hotels, trains, cars, ferries, price alerts. No API keys, single Go binary. 1 smart MCP tool + 66 aliases (98.9% smaller tools/list). Works with Claude, Cursor, Windsurf, Codex.

MikkoParkkola/trvl

Coder DB - AI Memory Enhancement System

by angrysky56

An intelligent code memory system that leverages vector embeddings, structured databases, and knowledge graphs to store, retrieve, and analyze code patterns with semantic search capabilities, quality metrics, and relationship modeling. Designed to enhance programming workflows through contextual recall of best practices, algorithms, and solutions.

angrysky56/coder_db

notebooklm-mcp-multiprofile

by rulords

Enables AI agents to manage Google NotebookLM notebooks, sources, and generate podcasts/videos through the MCP protocol, with support for multiple Google accounts.

rulords/notebooklm-mcp-multiprofile

hatchet-mcp

by danmeon

An MCP server for Hatchet, the durable orchestration engine, enabling LLMs to inspect workflow definitions, runs, logs, and more, with optional mutating tools for triggering, canceling, and managing workflows.

DanMeon/hatchet-mcp

ticktick-mcp

by partymola

MCP server for TickTick — create, update, complete, move, and filter tasks (plus subtasks, completed-task retrieval, and recurring reminders) via the TickTick v2 API. Maintained fork of jen6/ticktick-mcp adding field-preserving updates, day-of-week date validation, completion tracking and more.

partymola/ticktick-mcp

github-mcp-server

by dkeeno

Enables comprehensive GitHub operations including repository management, push, releases, issues, PRs, GitHub Actions, secrets, security, profile, search, and a unique portfolio push tool to create repos from local folders.

dkeeno/github-mcp-server

Elasticsearch Memory MCP

by fredac100

Provides persistent, intelligent memory using Elasticsearch with hierarchical categorization and semantic search for LLM contexts.

fredac100/elasticsearch-memory-mcp

turbovec-mcp

by potatofacee

Enables local semantic code search using compressed vectors from turbovec and any OpenAI-compatible embeddings endpoint.

potatofacee/turbovec-mcp

unreal-source-mcp

by tumourlove

Indexes Unreal Engine source code into a local database, providing AI coding assistants with deep structural queries like class hierarchies, call graphs, and full-text search across all engine source files.

tumourlove/DEPRECATED-unreal-source-mcp

Jira Daily PM Radar

by letya999

Enables PM radar analysis of Jira projects, providing daily, sprint, and backlog reports with issue context and search.

letya999/jira-daily-pm-radar

openemr-mcp

by shruti-jn

An MCP server that connects AI assistants to OpenEMR instances to manage patient records, clinical trends, and medication safety. It provides 17 tools for tasks such as patient search, drug interaction checks, and generating comprehensive health trajectories and visit preparations.

shruti-jn/openemr-mcp

memex

by ayushagrawal288

A production-grade persistent memory service for AI agents. Agents forget everything between sessions by default — memex fixes that. It stores, retrieves, and ranks conversation memory using semantic search with recency decay, so agents surface what's relevant and recent, not just what's semantically closest.

ayushagrawal288/memex

PDF Merge AI MCP

by csoai-org

PDF Merge AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/pdf-merge-ai-mcp

AlphaFold Sovereign MCP

by smaniches

Integrates AlphaFold DB and eight other biomedical data sources into MCP tools for variant clinical reporting, disease-target analysis, structural intelligence, and drug repurposing, with results persisted to a local SQLite knowledge graph.

smaniches/alphafold-sovereign-mcp

Agentic Product Protocol MCP Server

by aiagentkarl

Klarna-style product discovery for AI shopping agents. Makes product catalogs machine-readable so AI agents can search, compare, and purchase products programmatically.

AiAgentKarl/agentic-product-protocol-mcp

loenn-mcp

by magedeline

An MCP server that enables AI agents to read, edit, analyze, procedurally generate, and preview Celeste .bin map files without the Lönn editor.

Magedeline/loenn-mcp

GodProfile MCP Toolkit

by luc0-0

An MCP server that generates stunning animated SVGs, glassmorphic widgets, and bento-grid layouts to enhance your GitHub profile README.

Luc0-0/GodProfile

Azure Diagram MCP Server

by jah-yee

An MCP server that generates professional infrastructure diagrams using the Python diagrams DSL, with first-class Azure support and GitHub Copilot integration for natural language diagram generation.

Jah-yee/diagrams-mcp-server

Bangumi MCP

by etherwindy

Enables searching and retrieving information about anime, manga, and related content via the Bangumi API.

etherwindy/Bangumi-MCP

bq_mcp_server

by takada-at

A Python MCP server that retrieves and caches BigQuery metadata (datasets, tables, columns) and enables secure SQL query execution with cost control, file export, and keyword search.

takada-at/bq_mcp_server

rag-retrieval-mcp

by maryamzi

Enables retrieval-augmented generation by embedding queries with a chosen provider (e.g., OpenAI) and searching supported vector stores (Pinecone, pgvector) to return relevant content.

MaryamZi/rag-retrieval-mcp

flyte-mcp

by atoolz

Exposes Flyte V2 knowledge, patterns, plugins, and runtime to AI coding assistants via the Model Context Protocol.

atoolz/flyte-mcp

Telegram MCP Server

by asadullayev06

A Telegram integration for Claude, Cursor, and other MCP-compatible clients. It exposes Telegram account, chat, message, contact, media, folder, and admin operations through the Model Context Protocol using Telethon.

Asadullayev06/telegram-mcp

Profiles MCP Server

by rudderlabs

Enables building RudderStack Profiles projects using natural language through AI assistants, supporting data discovery, identity resolution, feature engineering, and propensity modeling.

rudderlabs/profiles-mcp

Agent Handoff Certified MCP

by csoai-org

Verifiable agent-to-agent task handoff with signed provenance chain.

CSOAI-ORG/agent-handoff-certified-mcp

Argus

by khamel83

One endpoint, five search providers. Search broker for AI agents with automatic fallback, RRF ranking, and budget enforcement. The LiteLLM of web search.

Khamel83/argus

pycycle-mcp

by cmudrc

Model Context Protocol server for pyCycle/OpenMDAO engine-cycle workflows, enabling lifecycle management, variable inspection, execution, sweeps, and integration with CPACS aircraft analysis pipelines.

cmudrc/pycycle-mcp