The MCP Trust Index.

perf-mcp

by walac

Enables LLMs to analyze Linux perf data files using 26 perf analysis commands, including report, script, annotate, and more, through typed tool parameters.

walac/perf-mcp

BioLab MCP Server

by brahimbattou

Unified MCP server providing AI-agent-ready access to AlphaFold, PubMed, ChEMBL, Ensembl, and 37+ scientific databases.

brahimbattou/biolab-mcp-server

flask-mcp-server

by arthurperch

MCP server to control a Flask application and optimize AWS costs, providing tools for app management, AWS resource checking, and cost analysis via Claude.

arthurperch/flask-mcp-server

GitHub Prod MCP

by nouhailadahmany

A production-ready MCP server for GitHub operations, providing tools for repository management, issues, pull requests, and more via both MCP stdio and REST API.

nouhailadahmany/github-mcp-server

fishing-mcp-server

by chunfangzou8-lang

MCP server for a text-based fishing game that allows Claude to play remotely via the Model Context Protocol, with features like casting, buying bait, selling fish, and exploring different locations.

chunfangzou8-lang/fishing-mcp-server

Crawl4AI MCP

by laurentvv

Enables AI assistants to crawl websites, extract dynamic content, navigate links, and save structured Markdown files via the MCP protocol, with support for anti-bot bypass, CSS selectors, and custom JavaScript execution.

laurentvv/crawl4ai-mcp

boxoban-mcp

by aplassard

Enables users to load and solve Boxoban puzzles by providing tools to get game state, list valid moves, and take actions.

aplassard/boxoban-mcp

TunaPay TX Classifier

by metaversemm

Classifies Solana on-chain transactions into tax categories (e.g., swap, stake, NFT) and exports CSV reports compatible with TurboTax and CoinTracker.

metaversemm/tunapay-tx-classifier

Env Validator

by pouyasadri

An MCP (Model Context Protocol) server that inspects your local development environment and reports missing dependencies, version mismatches, and misconfigured environment variables to any MCP-compatible AI assistant. Works with Claude Desktop, Cursor, Gemini CLI, and any other client that supports stdio-transport MCP servers.

pouyasadri/env-validator-mcp

serial-mcp

by davidalo

MCP server for serial port communication. Provides tools to open, read, write, and manage serial ports through the Model Context Protocol.

davidalo/serial-mcp

Another Planka MCP

by roelven

An MCP server that enables AI assistants to interact with self-hosted Planka boards through the Planka REST API. It allows users to list, search, create, and update projects, boards, and cards using natural language.

roelven/another-planka-mcp

podbeanMCP

by amurshak

An MCP server for the Podbean API

amurshak/podbeanMCP

Planer MCP Server

by niradler

An intelligent task management server that generates context-aware engineering plans using LLM-powered workflows and interactive requirement elicitation. It features persistent SQLite storage, category-based planning strategies, and automated progress tracking for software development projects.

niradler/mcp-planer

AutoCAD MCP Server

by plm3310590269-source

Enables natural language control of AutoCAD drawings via LLMs like Claude, supporting drawing, layer management, and SQLite-backed entity analysis.

plm3310590269-source/MCP

mcp-server

by alphaiterations

An MCP server that provides weather and web search tools, orchestrated by a LangGraph agent with OpenAI for natural language interaction.

alphaiterations/mcp-server

Sentinel MCP Data Governance Agent

by nihardugade

A data governance agent that audits PostgreSQL databases through controlled MCP tools for schema inspection, null profiling, and anomaly detection.

NIHARDUGADE/sentinel-mcp-data-governance-agent

TripNow (航班管家)

by sunbeibei-hub

Provides real-time flight and train ticket queries, live status tracking, and a professional knowledge base for air and rail travel. It enables users to monitor departures, check ticketing policies, and manage travel information through a unified interface.

sunbeibei-hub/tripnow-mcp

skills-mcp-server

by lucasromanzin

A high-performance MCP server that provides BM25-ranked search and structured access to over 1,300 AI skills, enabling context-efficient discovery and usage of AI capabilities while minimizing token consumption.

LucasRomanzin/skills-mcp

MD-DOCX Converter

by cjwpenner

Bidirectional Markdown ↔ Word (.docx) converter. Read Word documents directly into Claude as Markdown, or save Claude's output as a properly formatted .docx with heading styles (Title, Heading 1–9), bold, italic, tables, lists, code blocks, and images. No cloud upload — runs entirely on your machine using python.

cjwpenner/md-docx-converter

Mcp Servers

by willchangethislater

My MCP servers

WillChangeThisLater/mcp-servers

mcp-cronos

by mauriziomocci

MCP server for structured daily work diary management, enabling entries, standup summaries, weekly reports, full-text search, and automatic git commits.

mauriziomocci/mcp-cronos

mcp-file-manager

by elyasbromand

Enables local file management through natural language interactions using the Gemini API, with tools for listing, reading, writing, deleting, and updating files.

elyasbromand/mcp-file-manager

kubernetes-mcp

by stonepusher

MCP server that gives AI assistants full access to Kubernetes clusters and Helm, exposing 73 tools for managing pods, deployments, services, configs, secrets, logs, exec, port-forwarding, Helm lifecycle, and more.

Stonepusher/kubernetes-mcp

MCP Partidos de Fútbol

by davise070893

A Python-based MCP server that extracts football match data from multiple global sources like ESPN and BBC Sport using intelligent web scraping. It enables AI assistants to retrieve scheduled matches, real-time scores, and broadcasting details with advanced filtering for high-profile games.

davise070893/mcp-GetTodayFutbolMatches-usingIA

h1b-mcp

by yoginoit39

An MCP server that enables users to query H1B visa sponsorship data, approval rates, and top roles using public Department of Labor records. It provides tools for looking up company-specific stats and filtering sponsors by job title, city, or state.

yoginoit39/jobsearch-mcp

dag-planner-mcp

by shubhamnegi

A durable DAG-based task planner exposed as an MCP server that lets AI orchestrators break a goal into a dependency graph of tasks, execute them in parallel where possible, track state durably, and handle human-in-the-loop approval through 22 MCP tools.

Shubhamnegi/dag-planner-mcp

Airbnb-StockScreener-Agent-with-MCP

by ambidextrous9

StockScreener MCP with Langchain

ambideXtrous9/Airbnb-StockScreener-Agent-with-MCP

fittin-mcp

by rnwkr7rscy-lang

Enables startup protection checks directly from your editor, analyzing clone risk, defensibility, and patentable features in about 2 minutes.

rnwkr7rscy-lang/fittin-mcp

DateTime PDT

by meshe-dev

Provides the current date and time in Pacific Daylight Time (PDT) via a remote Model Context Protocol server using Streamable HTTP transport. Requires no authentication and supports easy integration with Claude Code, Claude Desktop, and other MCP clients.

meshe-dev/date-time-remote-mcp

Entscheidsuche — Schweizer Gerichtsentscheide

by entscheidsuche

Suche in Schweizer Gerichtsentscheiden aller Instanzen (Bund, Kantone) in DE/FR/IT.

entscheidsuche/entscheidsuche-mcp

CL Razorpay MCP Server

by asthetech

Integrates with Razorpay's payment infrastructure to manage orders, process payments, handle refunds, and query settlements via the Model Context Protocol. Features stateless, multi-tenant architecture with secure per-request authentication using API keys.

AStheTECH/cl-mcp-razorpay

NotePilot

by chaitanya-jadhav11

A Python MCP server that exposes note management tools (create, search, update, delete notes) over stdio, enabling Claude AI to manage notes through natural language conversation.

chaitanya-jadhav11/notes-mcp

IB Portfolio Tracker MCP Server

by vinbg

Connects Claude AI to Interactive Brokers accounts to enable real-time portfolio tracking, position management, and historical market data retrieval. It also integrates financial news and sentiment analysis from multiple sources, including Finnhub and IB native feeds.

vinbg/ib-mcp-server

diaspora-mcp

by gabrielmahia

Provides tools for Kenyans abroad to navigate dual citizenship, diaspora taxes, homeland investment, document verification, and community resources via MCP.

gabrielmahia/diaspora-mcp

Wolfram Mathematica

by aac6fef

Bridges to Wolfram Mathematica for executing Wolfram Language code in secure, session-based environments with animal-themed identifiers, enabling mathematical computations, symbolic algebra, data analysis, and scientific modeling tasks.

aac6fef/mathematica_mcp

Istedlal MCP Server

by anshuml

Provides AI agents with access to file metadata, vector search, and workflow metrics. It enables operations such as file metadata retrieval and semantic search over file embeddings using pgvector.

AnshuML/MCP

ERP-File MCP Server

by sharpjsdev

Enables querying ERP data via an external API with adaptive caching, and accessing data from Google Sheets or local Excel/CSV files through dual MCP endpoints.

sharpjsdev/mcp-server

learners-mcp

by arashbehmand

Turns any source material into a guided learning experience with learning maps, notes, four-phase study loop, spaced repetition flashcards, and grounded Q\&A.

arashbehmand/learners-mcp

MinIO MCP Server

by rafitis

A Model Context Protocol (MCP) server that provides a bridge between MCP-compatible clients and MinIO object storage. It exposes MinIO operations as MCP tools for seamless bucket management and object operations.

Rafitis/minio-mcp-server

Cloudflare MCP

by madpanda3d

Portal-safe Cloudflare MCP server that enables agents to make Cloudflare API requests through the MAD MCP Portal, with guarded write and destructive operations.

MADPANDA3D/CF-MCP

Kedro RAG MCP

by sajidalamqb

An MCP server that enables users to query Kedro framework documentation using retrieval-augmented generation. It builds a local knowledge base from documentation files to help users navigate and apply Kedro's data science pipeline framework.

SajidAlamQB/kedro-mcp-rag

Wan2GP MCP Server

by reverb256

Enables AI assistants to generate videos from text prompts and images by interfacing with a Wan2GP Gradio server. It provides tools for high-quality video generation, queue management, and model discovery through the Model Context Protocol.

reverb256/wan2gp-mcp-server

LSD MCP Template

by bracesproul

Template for serving FastMCP servers over Streamable HTTP within a LangGraph Server, including an example math_add tool.

bracesproul/lsd-mcp-template

SAP BTP

by abranjan07

Queries SAP Business Technology Platform service catalog, instances, destinations, and plan recommendations.

abranjan07/btp-mcp-server

Bizfly Cloud MCP Server

by bizflycloud

A Model Context Protocol (MCP) server implementation that connects to Bizfly Cloud to manage cloud resources

bizflycloud/bizflycloud-mcp-server

Mezmo MCP Server

by riefer02

An MCP server for retrieving and filtering logs from Mezmo with a quota-conscious design and intelligent defaults. It enables users to discover and query logs by application, level, and custom time ranges to streamline debugging while minimizing API usage.

riefer02/mezmo-logs-mcp

cli-mcp

by mlaugharn

Enables adding and running arbitrary CLI commands through natural language, with recursive help parsing.

mlaugharn/cli-mcp

oci-mcp-server

by rohit1223

An MCP server for managing Oracle Cloud Infrastructure API Gateways, enabling listing and retrieval of gateway details via natural language or programmatic clients.

rohit1223/oci-mcp-server

Alertmanager MCP Server

by eyazici90

MCP server for Prometheus-Alertmanager

eyazici90/mcp-alertmanager

Low-Code UI MCP Server

by markgregg

Analyzes runtime data objects to suggest optimal UI component instructions for a low-code renderer using structural heuristics. It automatically maps data patterns to specific UI elements like tables, carousels, and cards to streamline interface generation.

markgregg/mcp