The MCP Trust Index.

known-path

by serakah-1

A lightweight MCP server that activates only trusted catalog assets for a data job, performs trust checks, and generates SQL artifacts.

SeraKah-1/known-path

Nager MCP v102 MCP Server

by traia-io

Provides access to the Nager.Date API through the Model Context Protocol, allowing AI agents to query worldwide public holiday information. It enables seamless integration of holiday data into LLM workflows using standardized tools.

Traia-IO/nager-mcp-v102-mcp-server

podcast-summarizer-mcp

by kaiding-ucb

Search and discover YouTube channels via natural language, track them, and summarize videos without transcripts using Gemini API.

kaiding-ucb/podcast-summarizer-mcp

repo-doctor

by infojitsu

MCP server that produces scored, evidence-cited audits of public GitHub repos via tools for fetching metadata, reading files, scanning git history, and checking hygiene.

Infojitsu/repo-doctor

SciTrace MCP Server

by mobai-read

Enables AI agents to record and query reasoning steps in SQLite, offloading trace data from the context window, with DAG support and persistent cross-session memory.

Mobai-read/scitrace

agent-policy-enforcement-mcp

by csoai-org

Per-agent-pair IAM for A2A, enabling policy definition and enforcement for agent-to-agent calls with EU AI Act compliance.

CSOAI-ORG/agent-policy-enforcement-mcp

Test MCP Server Feb6 USDT

by traia-io

An MCP server that enables AI agents and LLMs to interact with the Test MCP Server Feb6 USDT API through standardized tools. It provides features such as Docker support and async operations for efficient integration.

Traia-IO/test-mcp-server-feb6-usdt-mcp-server

llm-video-mcp

by shkyyy18

Enables coding agents to watch and analyze videos by extracting scene-aware frames, transcribing speech, and generating shot timelines, all constrained by a token budget to fit LLM context limits.

shkyyy18/llm-video-mcp

mcpserve

by mark-oori

Simple MCP Server w/ Shell Exec. Connect to Local via Ngrok, or Host Ubuntu24 Container via Docker

mark-oori/mcpserve

docforge-mcp

by filhocf

Enables complete Office document lifecycle management for AI agents, including creation, editing, conversion, and templating of DOCX, XLSX, PPTX, PDF, and EML files.

filhocf/docforge-mcp

SimuLoom MCP

by anzar-ahsan-commits

Contract-driven service virtualization and synthetic test-data management server that enables simulating APIs from OpenAPI contracts through MCP tools.

anzar-ahsan-commits/simuloom-mcp

blender-mcp-bridge

by otinori

Enables natural language control of Blender via Claude by converting MCP JSON-RPC calls to Blender's custom TCP protocol for scene manipulation, object creation, and Python execution.

otinori/blender-mcp-bridge

RespCode MCP Server

by respcodeai

Enables multi-architecture code generation and execution across platforms including x86_64, ARM, and RISC-V directly within Claude. It allows users to run code, compare outputs from multiple AI models, and perform hardware simulations for Verilog and VHDL.

RespCodeAI/respcode-mcp

Academic Author Network

by alperenkocyigit

Aggregates academic data from Semantic Scholar, OpenAlex, Crossref, and Google Scholar to discover research collaborators with collaboration frequency counts and extract research keywords from scholar profiles for academic network analysis and collaboration mapping.

alperenkocyigit/authorprofilemcp

MCP Spring DB Tools

by yslee1126

Enables database schema querying and execution plan analysis for Spring Boot projects. Supports multiple databases including MySQL, PostgreSQL, MSSQL, and SQLite.

yslee1126/spring-mcp-db-tools

Sassy Fact Check Bot

by sangreal-007

Generates witty, citation-backed responses to health myths and misinformation with automatic tone adjustment for sensitive topics. Integrates with Instagram DMs to fact-check viral claims with sass and sources.

sangreal-007/sassy-factcheck-bot

stock-analyzer-ai-mcp

by csoai-org

Analyze stocks with financial ratios, comparisons, and sector performance data.

CSOAI-ORG/stock-analyzer-ai-mcp

Social MCP

by tunde-alao

MCP server for extracting transcripts from Instagram videos using AssemblyAI, enabling timestamped transcriptions with speaker labels through natural language.

tunde-alao/social-mcp

GitHub MCP Server

by maheshjagzap123

Exposes GitHub actions as tools for creating branches, pushing files, opening and merging pull requests.

maheshjagzap123/MCP-Server

ocrmypdf-mcp

by chemysterium

Provides OCR capabilities to add searchable text layers to scanned PDFs, with tools to check OCR need, process single files or batch folders, and integrate with Zotero attachment storage.

chemysterium/ocrmypdf-mcp

USDA MCP Server

by nstclore

Enables plain English queries about US agricultural data, including historical crop statistics from NASS QuickStats and current cash grain prices from AMS Market News.

nstclore/usda-mcp

LinkedIn MCP Server

by abdulrehmanzahid160

A production-ready MCP server for interacting with the LinkedIn API, enabling profile lookup, post creation and deletion, image posting, and organization page management through a secure tool-based interface.

abdulrehmanzahid160/linkedin_mcp

reasoning-traces

by dhruv-corethink

Adds a deep_reasoning tool that consults stronger reasoning models (e.g., DeepSeek R1) to produce full reasoning traces for complex problems, helping the agent shape and cross-check its answers.

dhruv-corethink/reasoning-traces

open-ALIO-mcp

by gitbosung

MCP server for Korean public institution information, enabling AI clients to search, compare, and analyze disclosure data, public services, laws, and news.

gitbosung/open-ALIO-mcp

Affilio Link Tools

by kisspeter

Affilio.link URL shortener — shorten affiliate links, get QR codes, powered by Affilio's affiliate link management platform.

KissPeter/affilio-mcp

kvm-pilot

by dustintrap

An MCP server that gives AI agents smart hands for physical machines, controlling them via IP-KVM, BMC, and SSH with visual boot-phase classification and operator-gated actions.

DustinTrap/kvm-pilot

Otter MCP

by darrenzal

Enables AI assistants to search and retrieve meeting transcripts from Otter.ai, supporting full-text search, speaker identification, and transcript retrieval.

DarrenZal/otter-mcp

Commit Message AI MCP

by csoai-org

Commit Message AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/commit-message-ai-mcp

risques_territoire_mcp

by agentia1984-cmd

Assess natural and technological risks for French addresses or communes using open APIs (Géorisques, Base Adresse Nationale).

AgentIA1984-cmd/mcp-risques-territoire

MCP Email Orchestrator

by sougur

An intelligent email orchestration system that connects local LLMs to an SMTP email sender using the Model Context Protocol, enabling dynamic tool discovery and execution via natural language.

SOUGUR/MCP_Email

KevoDB MCP Server

by fastmcp-me

Enables AI agents to interact with KevoDB, a key-value database, through MCP tools for CRUD operations, transactions, and scans.

fastmcp-me/kevo-mcp

mcp-persona-sessions

by mattjoyce

MCP server for persona-driven AI sessions: practice interviews, conduct guided reflection, and role-play conversations with realistic personas

mattjoyce/mcp-persona-sessions

Zettelkasten MCP Server

by mikeysrecipes

Enables users to create, link, explore, and synthesize atomic notes using the Zettelkasten method through MCP-compatible clients like Claude.

mikeysrecipes/zettelkasten-mcp

Azure Pricing MCP Server

by alexwoods711

Enables AI assistants to query Azure retail pricing, compare costs, estimate bills, and analyze reserved instances, with additional tools for spot VMs, orphaned resources, PTU sizing, Databricks DBU, and GitHub pricing.

alexwoods711/AzureMCPPricing

mcp-server-toolkit

by sarmakska

Production-ready MCP server starter with authentication, observability, and a plugin system for building and deploying MCP servers quickly.

sarmakska/mcp-server-toolkit

pdf-reader-mcp

by iflow-mcp

MCP server for extracting text from PDF files, supporting local files and URLs.

iflow-mcp/pdf-reader-mcp-1

ssh-mcp

by m-kvn

Enables reading, writing, editing, searching, running commands, transferring files, and using git on a remote Linux server over SSH via MCP tools.

m-kvn/ssh-mcp

rationalbloks-mcp

by rationalbloks

Enables AI agents to deploy production APIs from JSON schemas, with 44 tools for managing projects, schemas, deployments, and graph data.

rationalbloks/rationalbloks-mcp

MCP Vapi Caller

by sebastienfi

Enables Claude to make outbound phone calls through Vapi API, supporting any call type and language with features like call initiation, result polling, and structured data extraction.

sebastienfi/mcp-vapi-generic-caller

Icelandic Morphology MCP Server

by mideind

Provides access to the Database of Icelandic Morphology (BÍN) to look up word inflections, variants, and lemmas. It enables LLMs to answer grammatical questions and retrieve specific Icelandic word forms using standard grammatical tags.

mideind/icelandic-morphology-mcp

Deutsche Bahn MCP Server

by paulvonberg

Provides unified access to Deutsche Bahn APIs for real-time railway data, station information, timetables, disruptions, parking, and accessibility services.

PaulvonBerg/db-mcp-server

Bar Assistant MCP Server

by the-real-py

Enables management of your home bar inventory and cocktail discovery through Bar Assistant. View shelf ingredients, find cocktails you can make, and add or remove items from your bar collection.

the-real-py/bar-assistant-mcp

sourcegraph-mcp

by akbad

MCP server exposing Sourcegraph's AI-enhanced code search capabilities to coding agents, enabling advanced code search, repository discovery, and content fetching.

akbad/sourcegraph-mcp

holmesgpt-runbook-mcp

by polarpoint-io

MCP server for HolmesGPT that provides runbook search, gap detection, AI-assisted drafting, and root cause analysis by integrating with Confluence and Git providers.

polarpoint-io/holmesgpt-runbook-mcp

chist

by hiropon164

MCP server for unified full-text search across chat histories from Claude Code, Codex, Cursor CLI, and Antigravity CLI, using SQLite FTS5. Provides read-only tools to search sessions, list conversations, and retrieve session details.

hiropon164/chist-server

woow_emqx_mcp_server

by woowtech

MCP server for EMQX that exposes 39 tools across 7 categories for managing clusters, clients, topics, messaging, access control, diagnostics, and data integration, with a web GUI and layered safety controls.

WOOWTECH/Woow_emqx_mcp_server

Medicos MCP

by unemployed-nerds

MCP server backend for a hospital medicine reminder app, offering tools for Firebase integration, OCR/parsing, medical intelligence, scheduling, notifications, adherence tracking, and governance with ArmorIQ intent enforcement.

Unemployed-Nerds/medicos-mcp