The MCP Trust Index.

Bandcamp MCP

by leosakharoff

Enables searching and browsing Bandcamp for albums, artists, tracks, and tags, as well as discovering new music by genre and format.

leosakharoff/bandcamp-mcp

openresearch-mcp

by olanokhin

Zero-auth multi-source research MCP server that enables web search, reading URLs, PDFs, GitHub repos, and querying Hacker News, Stack Overflow, Semantic Scholar, and YouTube transcripts without API keys.

olanokhin/openresearch-mcp

mcp-grep

by fastmcp-me

A grep server implementation that exposes grep functionality through the Model Context Protocol (MCP), supporting natural language prompts and common grep options such as case-insensitive matching, context lines, and recursive searching.

fastmcp-me/mcp-grep-erniebrodeur

pg-mcp

by andre-c-andersen

A lightweight Postgres MCP server for safe database exploration and query analysis, read-only by default, with multi-database support.

andre-c-andersen/pg-mcp

Weather MCP Server

by dangogh

Provides current weather conditions and 5-day forecasts for any location using the OpenWeatherMap API. Supports flexible location queries including city names, coordinates, and zip codes.

dangogh/weather-mcp

Supervisord MCP

by aether-platform

Enables AI agents to manage Supervisord processes (start, stop, restart, view logs, etc.) through the Model Context Protocol, simplifying process management in production and development environments.

aether-platform/supervisord-mcp

weather-mcp-server

by raviraval79

An MCP server that wraps the Open-Meteo API to provide current weather, forecasts, and historical data for any location without requiring an API key.

raviraval79/weather-mcp-server

MCP Documentation Server

by lukaszzychal

Generates technical documentation and diagrams (C4, UML, flowcharts, Gantt, etc.) using MCP protocol, with Docker-based tooling and optional AI image generation via DALL-E 3.

lukaszzychal/mcp-doc-generator

bach-yelp_business_api

by bach-ai-tools

Enables accessing Yelp Business API to search businesses, get reviews, menus, and business details.

BACH-AI-Tools/yelp_business_api

MCP Container Tools

by simseksem

An MCP server for managing and monitoring Docker, Docker Compose, and Kubernetes environments alongside Azure Application Insights. It enables advanced log filtering, container lifecycle management, and querying of cloud application traces and metrics.

simseksem/mcp-container-tools

BioQC-MCP

by babajan-b

A professional MCP server for comprehensive bioinformatics quality control, providing automated FastQC/MultiQC analysis, HTML report parsing, and advanced data visualization for sequencing data.

Babajan-B/BioQC-MCP

keyvault

by ylz201

Enables AI agents to securely manage API keys and secrets via the MCP protocol, with encrypted storage at rest and a simple CLI and Python SDK.

ylz201/keyvault

Jenkins MCP Server

by akhilthomas236

Enables AI assistants to interact with Jenkins CI/CD systems for build management, job monitoring, console log analysis, and debugging through natural language commands.

akhilthomas236/jenkins_mcp_server

Swiss Case Law

by jonashertner

956k Swiss court decisions: full-text search, citation graph, statute lookup (DE/FR/IT)

jonashertner/caselaw-repo-1

se-eli-mcp

by matematicsolutions

Enables AI agents to search and retrieve consolidated Swedish statutes (SFS) from the Riksdagen open data API, with verifiable citations and persistent identifiers.

matematicsolutions/se-eli-mcp

fastf1-mcp-server

by surya96t

MCP server for Formula 1 data via the FastF1 library. Ask Claude (or any MCP-compatible client) about race results, lap times, telemetry, standings, pit stops, and qualifying — with historical data back to 1950 via the Ergast API.

Surya96t/fastf1-mcp

psamvault-mcp

by psam-717

MCP server for psamvault — lets AI agents use your stored credentials without ever seeing their plaintext values.

psam-717/psamvault-mcp

SNAP MCP Server

by mnkybr8n

A Model Context Protocol server that parses code, documents, data, and config files into structured database snapshots for targeted AI retrieval, enabling code analysis and project understanding via LLM interactions.

MnkyBr8n/SNAP

Routing Director MCP Server

by juniper

An MCP server that integrates with Juniper's Routing Director platform, providing intelligent access to network routing, assurance, optimization, and intelligence capabilities.

Juniper/routing-director-mcp-server

Dual Water Tank MCP

by zidingwang

Fits a lithium-ion full-cell dual-water-tank model from charge/discharge voltage-capacity data for battery aging mechanism identification, with parameter fitting, batch processing, and MCP server integration.

ZidingWang/dual-water-tank-aging-identification-mcp

M-Team

by 07freedom

Integrates with M-Team private BitTorrent tracker for torrent search, detail retrieval, and file downloading with category filtering and pagination.

07freedom/mcp-server-mteam

MCP-MinerU

by tinkpa

Enables document and image parsing to extract text, tables, and formulas from PDFs, screenshots, and scanned documents. Features OCR capabilities, table recognition, LaTeX formula conversion, and MLX acceleration optimized for Apple Silicon.

TINKPA/mcp-mineru

magicavoxel-mcp

by mahinika

Enables creating, modifying, and managing MagicaVoxel .vox files through natural language, with tools for shape generation, patterns, color operations, and optional ML-powered suggestions.

Mahinika/magicavoxel-mcp

Grokipedia MCP Server

by fastmcp-me

Enables searching and retrieving content from Grokipedia, with tools for page lookup, citations, sections, and related pages.

fastmcp-me/grokipedia-mcp

Garmin MCP Gateway

by velkyvenik

A multi-user OAuth 2.1-protected gateway that enables Claude to access Garmin Connect tools through secure per-user sessions.

VelkyVenik/missingmcp

bi-mcp

by whoamitm

Connects AI assistants like Claude to Blue Iris security camera software, enabling natural language queries about camera status, alerts, and configurations.

whoamiTM/bi-mcp

MCP Data Visualization Server

by xoniks

Enables creating interactive data visualizations from natural language queries using DuckDB for local databases or Databricks for enterprise data warehouses. Supports multiple chart types, CSV imports, SQL queries, and automatic statistical analysis through Claude Desktop.

xoniks/mcp-visualization-duckdb

Withings MCP Server

by schimmilab

Enables access to Withings Health API data including body measurements, activity tracking, sleep analysis, workouts, and heart rate monitoring through OAuth2 authentication.

Schimmilab/withings-mcp-server

ChemLint

by molml

Transforms AI assistants into powerful molecular machine learning workbenches, giving LLMs native access to cheminformatics and molecular ML tools through natural conversation.

molML/ChemLint

BICScan MCP Server

by ahnlabio

BICScan MCP Server

ahnlabio/bicscan-mcp

Blender MCP

by glonorce

Enables AI assistants to create, inspect, and animate 3D scenes in Blender through natural language and structured tool calls.

glonorce/Blender_mcp

hn-tech-signal-mcp

by malkreide

Aggregates tech and AI signals from HackerNews, arXiv, Lobste.rs, and GitHub into a structured briefing. No authentication required.

malkreide/hn-tech-signal-mcp

Literatür MCP

by saidsurucu

Enables searching, PDF conversion, and reference extraction for Turkish academic articles on DergiPark via MCP tools.

saidsurucu/literatur-mcp

Linux MCP Server

by algony-tony

Exposes full Linux system control to AI clients via MCP tools for bash execution, file operations, and search, with configurable permissions and audit logging.

algony-tony/mymcp

ServiceNow MCP Server

by nathanolds22

Enables Claude to interact with ServiceNow instances through the ServiceNow API, supporting record management, service catalog operations, change management, and more via natural language.

nathanolds22/servicenow-mcp-merged

vetsorcery-mcp

by aiva-vet

MCP server for VetSorcery — query problem lists, SOAP notes, and patient summaries from Claude Desktop, Cursor, Windsurf, or any MCP-compatible agent.

AIVA-VET/vetsorcery-mcp

Multi-Agent MCP Server

by arpit-moga

Automates codebase review and documentation generation using specialized AI agents, integrating with MCP for AI workflows and Smithery for deployment.

Arpit-Moga/Vibechecker

mcp-vcd

by key2

Enables AI assistants to analyze hardware simulation VCD waveforms and GTKWave save files, providing access to signal values, bus definitions, and groupings without loading entire files.

key2/mcp-vcd

Tigo Energy MCP Server

by matt-dreyer

A Model Context Protocol (MCP) server that provides comprehensive access to Tigo Energy solar system data and analytics. It enables AI assistants to interact with your Tigo solar monitoring system to retrieve production data, performance metrics, system health information, and maintenance insights.

matt-dreyer/Tigo_MCP_server

pydoll-mcp

by jinsongroh

Enables browser automation with zero-webdriver, supporting tab management, element finding, navigation, and intelligent search via MCP, with captcha bypass and Windows compatibility.

JinsongRoh/pydoll-mcp

ADF Cost Intelligence MCP

by harinarayn

Enables AI assistants to analyze Azure Data Factory costs, detect waste, and provide optimization recommendations by querying pipeline run metadata and Azure pricing.

harinarayn/adf-cost-intelligence-mcp

up-law-mcp

by upderechoia

A template for building legal MCP servers that enforces source citation to reduce hallucination, enabling students to create their own grounded legal AI assistants.

UPDerechoIA/up-law-mcp

SSMCP

by antonsokolskyy

Provides web search with content extraction, YouTube subtitles, and optional LLM summarization for AI assistants.

antonsokolskyy/SSMCP

llm-d-bench-mcp

by talbenamii

Enables Claude Code to benchmark llm-d from plain English, providing 35 tools and 5 workflow prompts for probing clusters, planning, deploying, running benchmarks, and analyzing results via the Model Context Protocol.

TalBenAmii/llm-d-bench-mcp

MCPBridge

by donkronk17

Enables BCH agents to be exposed via MCP/A2A protocols for discovery and task delegation, and allows delegation to external A2A agents.

DonkRonk17/MCPBridge

Pinecone Assistant MCP

by john-walkoe

A generic MCP server for conversational AI document research using the Pinecone Assistant API, providing customizable RAG knowledge base access without embedding complexities.

john-walkoe/pinecone_assistant_mcp

UUIDv7 Generator

by pomazanbohdan

Generates UUIDv7 strings either individually or in batches, providing time-sortable universally unique identifiers through the Model Context Protocol.

pomazanbohdan/mcp-uuidv7-generator

FastAPI Docs MCP Server

by jaredthivener

Provides AI assistants with real-time access to FastAPI documentation, enabling search, browsing, code examples, and comparisons.

jaredthivener/fastapi-docs-mcp

laserfiche-mcp

by samuelshernandez

Enables AI assistants to search, read, and manage documents in a Laserfiche repository via the MCP protocol, with optional write operations and safety controls.

SamuelSHernandez/laserfiche-mcp

Rundeck MCP Server

by justynroberts

Enables interaction with Rundeck instances to list jobs, execute jobs with options, and retrieve execution status and logs through natural language commands.

justynroberts/rundeck-mcp