The MCP Trust Index.

grepsense

by alaiba

Provides two-modal code search (lexical via Zoekt and semantic via ChromaDB embeddings) for AI coding agents through MCP tools, enabling fast regex and meaning-based code lookup.

alaiba/grepsense

Airtable MCP Server

by jiayuuwang

Enables interaction with Airtable bases and tables, allowing schema inspection and record CRUD operations using DAuth authentication.

JiayuuWang/airtable-mcp

Searchless-ngx

by hensing

An Agentic RAG MCP Server that transforms Paperless-ngx into a conversational document assistant, enabling LLMs to search, filter, and summarize documents using natural language.

hensing/searchless-ngx

ideahub_mcp

by cobrachickenai

An MCP server for capturing and recalling ideas, designed for both agents and humans. It provides tools for durable ideas, checkpoints, search, and deduplication.

CobraChickenAI/ideahub_mcp

MCPGuard

by piyushptiwari1

A security gateway that enforces policies, tracks data taints, and sandboxes tool calls between AI agents and MCP servers. It provides a secure chokepoint to prevent prompt injection and ensure OWASP ASI compliance through audit logging and deterministic execution.

piyushptiwari1/mcpkernel

Google Workspace MCP VE

by huntsdesk

Most Google Workspace MCPs let you read. This one lets you write — 28 authoring tools on top of taylorwilsdon/google_workspace_mcp, including markdown-to-Docs, smart chips, and recursive Drive copy.

HuntsDesk/ve-gws

Atlassian Attachments

by alyiox

Download Jira and Confluence Cloud attachments by attachment ID via the Atlassian API.

alyiox/mcp-atlassian-attachments

Linkd

by automcp-app

Integrates with Linkd API to extract LinkedIn user and company profiles, search contacts, retrieve email addresses, and perform deep research workflows for sales prospecting and recruitment.

automcp-app/linkd-mcp

MEOK CRA Annex Iv Classifier MCP

by csoai-org

MEOK CRA Annex Iv Classifier - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/meok-cra-annex-iv-classifier-mcp

postman-mcp

by sourav4670

MCP server providing 41 tools to manage Postman collections, environments, mocks, API specs, and workspaces via Streamable HTTP, SSE, or stdio.

Sourav4670/postman-mcp

Todo MCP

by peterfabakker

A persistent todo list server that enables AI assistants to manage tasks across different platforms using the Model Context Protocol. It provides tools for creating, listing, updating, and deleting todos with support for priorities, tags, and due dates.

peterfabakker/todo-mcp

Gemini Bridge

by fojlerabbirabib

A lightweight MCP server that enables AI coding assistants to interact with Google's Gemini AI through the official CLI.

FojleRabbiRabib/gemini-bridge

wafer-map-mcp

by alantseng1018

Exposes semiconductor wafer analysis tools including wafer maps, P-charts, and statistical plots, enabling AI assistants to visualize and analyze wafer test data.

AlanTseng1018/LLM-Agent-Yield-Analysis-Tools

PAL MCP

by ramarivera

A Model Context Protocol server that connects multiple AI models into a single workflow, enabling multi-model orchestration, conversation continuity, and tools like code review, planning, and CLI-to-CLI bridging.

ramarivera/pal-mcp-server

Jules MCP Server

by codeagentbridge

An MCP server that exposes Google Jules Agent operations, enabling MCP-compatible clients to list sources, manage sessions, and inspect activities via the jules-agent-sdk.

CodeAgentBridge/jules-mcp-server

Knowledge Graph MCP Server

by zcsabbagh

An MCP server for tracking student learning via a knowledge graph, with spaced repetition scheduling and intelligent queries to identify gaps, misconceptions, and optimal next steps.

zcsabbagh/knowledge-graph-mcp

Docmost MCP Server

by aleksvin8888

Provides AI assistants with direct access to self-hosted Docmost documentation through tools for listing spaces, searching content, and retrieving pages in Markdown format. It facilitates seamless documentation lookup and content retrieval within MCP-compatible clients.

aleksvin8888/local-docmost-mcp

lore-mcp

by davidgut1982

Persistent knowledge layer for AI agents. Structured KB with search, investigation threads, multi-session journal, and multi-agent attribution. SQLite or PostgreSQL.

davidgut1982/lore-mcp

Plesk

by flayedone

Manage your Plesk hosting server using AI assistants.

FlayedOne/plesk-mcp

name-variants

by securityronin

Multilingual name romanization lookup across Chinese, Japanese, Korean, Arabic, Vietnamese, and more. Resolves whether two name spellings refer to the same person — Chan/Chen/陳/陈, Hsu/Xu, Chou/Zhou — across Pinyin, Wade-Giles, Cantonese, Hokkien, and other romanization systems.

SecurityRonin/name-variants

iRacing MCP Server

by ellettie

Enables AI assistants to access real-time iRacing telemetry, race information, camera control, pit operations, and replay features through the MCP protocol.

ellettie/iracing-mcp-server

mathtype-for-word

by felimet

Enables creating editable MathType 7 equations in Microsoft Word and PowerPoint with native numbering and cross-references.

felimet/mathtype-for-word

mdfmcp

by shanko-26

MCP server for analyzing ASAM MDF measurement data files, enabling AI assistants to access and analyze automotive and industrial measurement data.

Shanko-26/mdfmcp

agentic-detection-lookups

by detection-forge

Machine-readable detection lookups for SIEM enrichment and AI agents. Query 800+ LOLBAS and GTFOBins binaries plus process parent-child baselines — get risk levels, abuse categories, and MITRE ATT\&CK mappings without embedding data in prompts.

detection-forge/agentic-detection-lookups

engramia

by engramia

The memory operations platform for production AI agents — eval-weighted recall, multi-evaluator consensus, GDPR Art. 17/20 governance, multi-tenant RBAC, and audit logging built in.

engramia/engramia

Terminator

by iris-networks

A lightweight Model Context Protocol (MCP) server written in Go that enables secure terminal command execution on macOS and Linux. Supports persistent shell sessions, configurable timeouts, and both HTTP (StreamableHTTP) and STDIO transports. Designed for AI integrations and automation use cases with flexible session management and platform-aware execution.

iris-networks/terminal_mcp

khglynn/spotify-bulk-actions-mcp

by khglynn

An MCP server for bulk Spotify operations enabling batch playlist creation, library exports, and large-scale library management with confidence scoring and human-in-the-loop for uncertain matches.

khglynn/spotify-bulk-actions-mcp

files-vector-mcp-server

by 928871247

一个基于FastMCP协议的文件向量化服务，支持自动目录监控、多格式文件处理和高效向量搜索，帮助构建个人或团队知识库。

928871247/files-vector-mcp-server

Gmail MCP

by annyzhou

A read-only MCP server that enables users to interact with the Gmail API to search messages, retrieve threads, and download attachments. It supports standard Gmail query operators and requires OAuth authentication for secure read-only access to mailbox data.

annyzhou/gmail-mcp

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