The MCP Trust Index.

general-agentic-management-mcp

by corporatetraveldc

Enables querying aviation weather, FAA TFRs, NWS alerts, flight tracking, and Amtrak train status using public APIs. No API keys or private infrastructure required.

CorporateTravelDC/agentic-management-tooling-mcp

Students Architecture MCP Server

by cesarrl23

Enables CRUD operations on student records via REST API and MCP interface, with configurable JSON or SQLite persistence.

CesarRL23/MCP

mcp-stateless

by johndell-914

Demonstrates migrating an MCP server to the stateless protocol, eliminating session management overhead and enabling seamless scaling behind round-robin load balancers.

johndell-914/mcp-stateless

PR-Splitter-MCP

by polly2014

An MCP server that intelligently splits large pull requests into multiple smaller ones for improved code review and KPI tracking, integrating seamlessly with coding-flow.

Polly2014/PR-Splitter-MCP

Oumi MCP Server

by aniruddh-alt

Provides access to over 500 pre-configured YAML templates and guided workflows for fine-tuning, training, and evaluating LLMs like Llama and DeepSeek. It enables AI assistants to search for recipes, retrieve configurations, and validate parameters for various machine learning tasks.

aniruddh-alt/oumi-mcp

SEO Overview MCP Server

by minhdo01011990-glitch

Automates SEO report generation from Google Drive data via Claude Desktop, supporting multiple data types and exporting reports in DOCX, HTML, PPTX, and PNG formats.

minhdo01011990-glitch/seo-overview

MCP Security Scanner

by anntsmart

Automatically discovers and tests MCP services for security vulnerabilities including command injection, SQL injection, SSRF, path traversal, and sensitive data exposure with detailed reports and remediation guidance.

anntsmart/MCP-Security-Scanner

Yarmoluk/ckg-nvidia-nemoclaw

by yarmoluk

Provides a traversable knowledge graph of the NVIDIA NemoClaw stack, enabling deterministic queries over its architecture, dependencies, and policies via MCP.

Yarmoluk/ckg-nvidia-nemoclaw

obsidian-writer-mcp

by ariedotme

MCP server that writes to Obsidian vaults via the obsidian-writer HTTP service. Supports managing inbox entries, lists, notes, and tasks.

ariedotme/obsidian-writer-mcp

nrs_llm

by eunseopsong

An MCP server for ROS 2 environments that connects via rosbridge WebSocket, enabling topic/service introspection, publish/subscribe, service calls, robot connectivity checks, and polishing pipeline operations.

eunseopsong/nrs_llm

Godot MCP Server

by dokujaa

Enables Claude Desktop to control and interact with the Godot Engine editor through the Model Context Protocol. It supports dynamic scene generation and direct asset importation via Meshy API integration.

Dokujaa/Godot-MCP

Deriva MCP Server

by informatics-isi-edu

Enables AI assistants to manage Deriva catalogs and execute ML workflows, including dataset versioning, controlled vocabularies, and feature management.

informatics-isi-edu/deriva-mcp

cv-job-assistant

by jahidrayhan

Enables Claude to parse CVs, search job boards (Remotive, Arbeitnow, Adzuna, Greenhouse/Lever), tailor resumes and cover letters, and prepare application packages with direct apply links—without ever auto-submitting. It runs 100% locally and free, storing jobs and applications as JSON files.

JahidRayhan/cv-job-mcp

Vault MCP Server

by muhammadtaimur

Enables AI assistants like Claude to browse, search, and read data from an Autodesk Vault server by exposing its REST API operations as tools.

MuhammadTaimur/Vault-MCP

seed-mcp

by mittulmadaan

MCP server that exposes BytePlus Seed Audio 1.0 tools for generating natural speech and audio, checking task status, and listing voices/models.

mittulmadaan/byteplus-seed-mcp

garmin-mcp

by marcelohensantos

Exposes Garmin Connect data and workout management to AI agents, supporting tools, resources, and prompts for health data, workout creation, and coaching workflows.

marcelohensantos/garmin-mcp

sherlock-mcp MCP server

by fewsats

Sherlock Domains MCP Server for buying & managing domains

Fewsats/sherlock-mcp

Slay the Spire Copilot

by colitify

Enables AI-assisted gameplay for Slay the Spire by reading game state and providing strategy advice or automated actions via Claude Code.

Colitify/slay-the-spire-copilot

proxy-mcp

by rixmerz

Universal MCP proxy server that discovers, searches, and executes tools across all configured MCP servers from a single entry point.

Rixmerz/proxy-mcp

Frappe LMS MCP Server

by anggun-indra

An MCP server that enables AI agents to manage a Frappe LMS instance, including creating courses, chapters, lessons, quizzes, enrollments, batches, and certificates.

anggun-indra/frape-lms-mcp-tools

mcp-creator

by gmoneyn

A tool that enables AI assistants to conversationally scaffold, build, and publish Python MCP servers to PyPI. It automates the entire development lifecycle, including package naming, tool scaffolding, GitHub repository setup, and package publishing.

gmoneyn/mcp-creator

Mnemo MCP

by expandingideas-ai

Persistent AI memory server with hybrid search and embedded sync. Enables AI agents to store, retrieve, and manage information across sessions with temporal knowledge graph support.

expandingideas-ai/Mnemo-MCP

task-manager

by simpleye1

MCP server for Nova Agent progress reporting. Enables updating execution sessions and managing steps within tasks.

simpleye1/task-manager-mcp

skill-mcp

by nohunt-bot

Enables LLM clients to discover, load, and execute markdown skills with bundled scripts over HTTP, featuring progressive disclosure and sandboxed script execution with timeout and stall detection.

nohunt-bot/fastMCP-example

Sneaker Catalog MCP Server

by keepersolutions

Provides tools for searching a sneaker catalog (hybrid keyword and semantic search), retrieving product details, and checking inventory stock.

KeeperSolutions/stripe-academy-product-catalog

Product Agent MCP Server

by zhangeldi123

A FastMCP server providing tools to manage and query a product database stored in a JSON format. It enables users to perform operations such as filtering products by category and retrieving product data through a LangGraph agent interface.

Zhangeldi123/MCP

Cryosparc_mcp_Server

by yaswanth169

An MCP server that enables running CryoSPARC W1->W2 pipelines via natural language, with tools for starting, pausing, resuming, checking status, and generating reports, using persistent state files for recovery.

yaswanth169/Cryosparc_mcp_Server

NAV 2015 FastMCP Server

by ayabenz

Provides read-only analytics and metadata exploration for Dynamics NAV 2015 databases, enabling user details, permissions, table schemas, and autonomous SQL queries.

ayabenz/nav_2015_mcp

pdf-mcp

by jztan

A Model Context Protocol server that enables AI agents to read, search, and extract content from PDF files.

jztan/pdf-mcp

memory-wiki

by floley

A persistent personal memory system for Claude that accumulates and organizes knowledge over time using plain Markdown in a local git repo, providing tools for reading, searching, and capturing short-term memories.

FloLey/memory-wiki

mcp-takeout-googlefit

by tskxz

Enables AI assistants to read and analyze Google Fit exported data (activities, daily metrics, workouts, sleep) from Google Takeout, providing tools for queries, resources, and coaching prompts.

tskxz/mcp-takeout-googlefit

web-search-mcp

by backerss

Provides free web search, content fetching, image search, and deep research via SearXNG, no API keys required.

Backerss/web-search-mcp

Anonymix MCP

by dbuzek

Provides local anonymization of Czech legal documents by replacing sensitive entities with pseudonyms to ensure privacy during LLM interactions. It allows users to safely process documents like contracts and judgments by keeping original data offline and facilitating local deanonymization.

Dbuzek/anonymix-mcp

TreasuryOS

by gpbk-stuy

An AI-powered treasury management MCP server that enables users to perform commercial banking analysis, including cash flow forecasting, idle cash detection, and debt covenant monitoring. It provides tools to surface financial insights and optimize working capital through automated processing of bank and transaction data.

GPBK-STUY/treasury-mcp-os

Property Intelligence MCP Server

by mosswild

Provides free property and parcel intelligence using official US government data APIs, county assessor records, and live listings, with tools for hazard risk checks, affordability calculations, and parcel ranking.

mosswild/res_prop_mcp

Seedance MCP

by dpspace2050

Enables video generation using the Seedance 2.0 model through MCP, supporting both OpenAI and Volcengine API formats with tools for creating, monitoring, and downloading videos.

dpspace2050/seedance-mcp

Jamot MCP

by jamot-pro

An MCP server that turns AI agents into a coordination brain for human teams — assign tasks, check workload, decompose complex instructions, and hand over full context through a single SSE endpoint.

jamot-pro/Jamot-MCP

mcp-classroom

by cambar-solutions

MCP server for Google Classroom enabling reading assignments, checking submission states, uploading files to Drive, and viewing attachments, with optional Playwright automation for write operations restricted by Workspace admins.

Cambar-Solutions/mcp-classroom

gdc-claude-plugin

by seonmikii

Enables using the GDC (gdc-service) from Claude Code/Desktop through MCP tools, slash commands, and automatic progress synchronization hooks.

seonmikii/gdc-claude-plugin

antigravity

by snake76500

Enables local AI agents to generate code and interact with Google Antigravity (Gemini Pro) via MCP, consuming zero API tokens.

Snake76500/mcp_antigravity

SandboxRunner

by huzayfasiddique

Enables AI assistants to securely execute Python and C++ code snippets inside disposable, isolated Docker containers and receive structured results.

huzayfaSiddique/sandbox_runner

RAM Prices MCP Server

by xeonvs

Caches and serves DDR/DRAM weekly price series from memorys.com and historical memory technology data, with tools for refresh, validation, analytics, forecasting, and chart rendering.

xeonvs/DDR-Price-MCP

Broker Buddy MCP Server

by deepjyotk

FastMCP server exposing brokerage and market tools (Angel One, Coinbase, News) via the Model Context Protocol, enabling portfolio queries and trade execution through natural language.

deepjyotk/broker-buddy-mcp-server

NexusTrader MCP

by quantweb3-com

Exposes NexusTrader's account, positions, market data, and trading capabilities to AI assistants via natural language.

Quantweb3-com/NexusTrader-mcp

Bi-Temporal Knowledge Graph MCP Server

by connectimtiazh

Combines a bi-temporal knowledge graph with dynamic automation tool generation for AI agents, enabling persistent memory with temporal tracking and custom tool creation.

connectimtiazh/Temporal-Knowledge-Graph-MCP-Server

ComfyUI MCP Server

by halbert04

Connects AI assistants to ComfyUI for image, video, and audio generation, providing full control over ComfyUI through 40+ tools including quick generation, cloud API nodes, and custom workflow building.

halbert04/comfyui-mcp

OpenCode Brain

by adityaladi

MCP server that gives OpenCode a persistent, graph-based memory with semantic search, iterative retrieval, and session-aware knowledge management. It supports capturing fleeting and permanent notes, distilling insights, tracking mistakes and fixes, and auto-archiving stale memories.

Adityaladi/AI-Bain