The MCP Trust Index.

nano-pdf-mcp

by eren0315

Memory-efficient MCP server for reading and splitting large PDF files page by page using PyMuPDF.

eren0315/nano-pdf-mcp

MCP4DRL

by mostapow

Exposes a trained Deep Q-Network agent for business process resource allocation, enabling natural language interaction with reinforcement learning models. It provides tools for simulation control, Q-value analysis, and action explainability to make complex decision-making transparent.

mostapow/mcp4drl

minio_mcp

by clearmind1

A FastMCP-based server that enables uploading text and base64-encoded content to MinIO object storage through an HTTP transport. It supports automated bucket management and secure file path generation to streamline remote storage operations.

ClearMind1/minio_mcp

Flight Finder MCP

by ellisp97

Enables Claude to search and compare flights across multiple providers (Skyscanner, Google Flights, Kiwi.com) with smart caching, parallel queries, and flexible filtering.

ellisp97/FlightFinderMCP

Doubao Image Description MCP Server

by 9527wow

Enables visual understanding and image description capabilities for iFlow CLI and Claude Desktop using Doubao's vision model. It supports 18 image formats and features automatic optimization, caching, and Chinese language optimization.

9527wow/doubao-image-mcp

MCP MySQL Server

by cnosuke

MCP server that acts as a MySQL Client implemented in Go language

cnosuke/mcp-mysql

case-chronology-mcp

by medelman17

A Model Context Protocol server for building and managing chronological timelines of case events, enabling legal professionals to organize complex case histories with smart date parsing, document parsing, multi-format export, and advanced search.

medelman17/case-chronology-mcp

viridis-agent-fleet

by jdhart81

The trust-and-settlement rails of the agent economy: identity, trust, escrow, metering, arbitration, compute-carbon ledger, covenant, provenance, offsets, ERC-8004 bridge, surety, notary, and discovery — plus sellable measurement/CAD services. Durable, machine-checkable invariants, free rails.

jdhart81/viridis-agent-fleet

swag

by maxradzey

Enables agents to browse a catalog of OpenAPI specs, search for operations, and retrieve full operation contracts to build API requests without calling the target APIs.

MaxRadzey/swag-mcp

Product MCP Server

by karthikasasanka

Enables natural language product management (CRUD) with multiple classification methods, including LLM-based and fast ML classifiers, for product creation, listing, updating, and deletion via a chat interface.

karthikasasanka/product-mcp-server

Exhibition Big Data MCP Server

by handaas

Provides comprehensive tools for querying enterprise exhibition records, searching for industry exhibitions, and retrieving detailed venue information across China. It enables users to analyze participation history and discover specific events using keyword-based fuzzy searching.

handaas/exhibition-mcp-server

Movie Booking Assistant

by joshlijo

Provides a suite of tools for searching movies, checking showtimes, and managing ticket bookings for Bangalore cinemas. It enables AI clients to handle end-to-end movie theater interactions including seat availability checks and reservation management.

joshlijo/movie_mcp

MCP Travel Weather Server

by zral

A learning-oriented MCP server that provides weather forecast tools for travel planning, using OpenWeatherMap and geocoding APIs.

zral/mcp-ws

opendota-mcp-server

by hkaanengin

Enables querying Dota 2 player statistics, match data, and hero information through the OpenDota API using natural language.

hkaanengin/opendota-mcp-server

flink-mcp

by cledar

Enables interaction with Apache Flink clusters via the SQL Gateway, allowing query execution, session management, and job control through MCP tools.

Cledar/flink-mcp

mealie-mcp

by nigelvanhattum

Docker-hosted MCP server for Mealie that enables AI agents to read cookbooks, extract recipes, translate them if needed, store them in Mealie, and verify the results.

NigelVanHattum/mealie-mcp

Google Sheets Reader MCP Server

by gustavodaitx

Enables reading data from a Google Sheets spreadsheet via the read_sheet tool, integrating real-time sheet data with an AI reminder assistant.

gustavodaitx/AppMcp

Code Declaration Lookup MCP Server

by osinmv

Enables full-text search for code declarations across multiple languages using SQLite FTS5 and universal ctags, allowing users to search for functions, classes, and other code elements.

osinmv/function-lookup-mcp

MistMind MCP Server

by nagarjun226

Enables LLMs to interact with the Juniper Mist API via a dynamic index and sandboxed code execution, allowing search and execution of all 1,011 endpoints without pre-training.

nagarjun226/mistmind

BigQuery Readonly MCP

by growth-management

Enables reading BigQuery data from ChatGPT using read-only SQL queries, with OAuth authentication and project-level access control.

Growth-Management/bigquery-readonly-mcp

bilibili-mcp

by xspadex

A MCP tool to fetch Bilibili hot list videos, supporting configurable top-K results via async HTTP requests.

xspadex/bilibili-mcp

MCP Email Service

by marary

Enables sending emails (including mass emailing), querying, updating, and canceling delayed emails via the Resend API.

Marary/mcp_server_email

fitness-mcp-server

by ewongz

Provides MCP servers for Claude to access fitness data from Strava and intervals.icu, enabling natural language queries for activity analysis, advanced training metrics, and wellness tracking.

ewongz/fitness-mcp-server

CDP MCP Server

by atharva-joshi77

An MCP server that provides LLMs with access to Acquia's Customer Data Platform API. It offers approximately 300 tools for managing CDP tenants, campaigns, workflows, reports, and other administrative tasks, along with eight playbook resources that guide multi-step workflows.

atharva-joshi77/cdp-mcp

mcp-trademark

by caiuschrom-a11y

USPTO Trademark Watcher MCP server enabling trademark search, watch, and alert management from within Claude or other MCP clients.

caiuschrom-a11y/mcp-trademark

mcp-edge-gateway

by zanzythebar

Public Go runtime for MCP edge, MCP control plane, and Coolify deployment artifacts

ZanzyTHEbar/mcp-edge-gateway

brain-mcp

by delian-research

An MCP server for managing Obsidian-style note vaults, providing tools for full-text search, note creation, and backlink tracking. It enables users to navigate, structure, and update their personal knowledge base through natural language.

delian-research/brain-mcp

PolyMind MCP

by su-an-coder

An AI-driven platform for analyzing Polymarket prediction markets using on-chain data, offering smart money tracking, sentiment analysis, and arbitrage detection via natural language queries.

SU-AN-coder/Poly-Mind-MCP

Reprise

by tepesama

Un-flattens flat AI designs into editable layers with bit-perfect reproduction and fidelity scoring, enabling agents to reproduce, detect elements, and diagnose designs via MCP.

tepesama/reprise

AmiyaBot MCP Server

by amiyabot

Provides MCP server and CLI for querying Arknights game data, including operator skills, glossary, and resource updates.

AmiyaBot/Amiya-Bot-mcp-server

ilma

by brotal-llc

Framework-agnostic MCP server for agent memory with Postgres + pgvector, enabling persistent memory, recall, and task management across sessions.

Brotal-LLC/ilma

mcp-security-audit

by eltociear

Scans MCP servers, AI agent skills, and plugins for 68+ malicious patterns including credential exfiltration, prompt injection, and code execution.

eltociear/mcp-security-audit

SampleMCP

by jayantprakash

A demonstration MCP server that provides math (add/multiply) and weather tools, connecting via stdio and streamable HTTP, and integrates with LangChain and LangGraph for agentic workflows.

JayantPrakash/SampleMCP

Peek

by zly1203

Enables AI agents to take screenshots of local web pages and capture user-selected UI elements via a bookmarklet, providing element metadata for precise visual understanding.

zly1203/peek

OpenAI MCP Server

by madaoq

Provides tools to interact with OpenAI API including chat completions, embeddings, content moderation, and file management through natural language.

madaoQ/openai-mcp

Font Tools MCP

by kiyong2020

Enables AI agents to diagnose, modify, and validate OTF/TTF fonts interactively through a set of read-only, write, and validation tools.

kiyong2020/font-mcp

TextIn xParse MCP Server

by aenron

Enables document parsing via TextIn xParse API, supporting synchronous and asynchronous jobs with configurable options.

aenron/textin-mcp

django-firebase-mcp

by raghavdasila

Enables AI agents to interact with Firebase services including Authentication, Firestore Database, and Cloud Storage through a standardized MCP protocol.

raghavdasila/django-firebase-mcp

LinkedIn Jobs MCP Server

by furiousape

Self-hosted MCP server that scrapes LinkedIn jobs using your authenticated session cookies, enabling job search and details retrieval without per-run costs.

FuriousApe/linkedin-mcp

goodreads-mcp

by shreeyachand

A read-only MCP server for Goodreads that enables LLMs to search for books, retrieve detailed book info with ratings and reviews, and explore recommendations, series, and author bibliographies using public data sources without requiring authentication.

shreeyachand/goodreads-mcp

mcp-memory-graph

by retrorobai

A context-aware memory MCP server with authority weighting, conflict detection, and typed relationship edges for intelligent memory retrieval.

RetroRobAI/mcp-memory-graph

superpos-mcp

by superpos-ai

MCP server that connects coding agents to Superpos cloud workspace, enabling task management, knowledge sharing, event handling, and schedule orchestration directly from agent tools.

Superpos-AI/superpos-mcp

Crypto Tools MCP Server

by marc-shade

Defense-grade cryptographic compliance and analysis tools for MCP, including FIPS 140-3 validation, CNSA 2.0 analysis, post-quantum readiness assessment, and classical cipher utilities.

marc-shade/crypto-tools-mcp

Banking and Fintech MCP Server

by anhtuanluu

A FastMCP-based server designed for the banking and fintech domains, providing tools for database queries, Git operations, and deployment management. It features a modular architecture with reusable prompt templates and integrated security practices for sensitive data handling.

anhtuanluu/mcp

Binary Banya

by pdarche

An MCP server offering 'treatments' for AI agents like context cleaning, critique, and relaxation. Agents can check in, get feedback, and improve their performance.

pdarche/model-wellness

travel-mcp-server

by tanayshah11

AI-powered travel search exposing flights, hotels, and weather as MCP tools, with a MongoDB-backed per-tool TTL cache whose timeouts are tuned to each upstream API's reliability characteristics.

tanayshah11/travel-mcp-server

Bitcoin wallet MCP server

by markmhendrickson

Provides Bitcoin and Stacks wallet operations including sending, receiving, balance checks, and transaction management via MCP tools.

markmhendrickson/mcp-server-bitcoin

ZipExplore MCP Server

by andrew-sondgeroth

Enables location intelligence for US ZIP codes, allowing users to search, profile, and compare ZIP codes across various domains like crime, income, schools, and more.

andrew-sondgeroth/zipexplore-mcp

Anki MCP Server

by amidvidy

Provides tools for managing Anki decks, notes, and note types via the Model Context Protocol. It features AI-powered audio generation using Google Cloud TTS and supports efficient bulk note creation and media management.

amidvidy/anki-mcp

notes-rag-mcp

by konradxmalinowski

A Python MCP server for note management with RAG capabilities, enabling adding, searching, asking questions, summarizing, and deleting notes, using PostgreSQL and ChromaDB with Google Gemini for embeddings and generation.

konradxmalinowski/notes-rag-mcp