The MCP Trust Index.

PostgreSQL MCP Server

by psreekrishnan

Enables natural language interaction with PostgreSQL databases through Amazon Q for querying data, listing tables, and describing schemas. It provides secure, read-only access with automatic row limits to ensure efficient database exploration.

psreekrishnan/postgresql-mcp

code-analysis-context-python-mcp

by andreahaku

A Model Context Protocol server for deep codebase understanding of Python projects, focusing on data analysis and scientific computing. It provides architectural analysis, pattern detection, dependency mapping, test coverage analysis, and AI-optimized context generation.

andreahaku/code-analysis-context-python-mcp

mcp-service

by avengermojo

A reusable MCP HTTP server with OAuth 2.1 that turns any JSON-RPC handler into a production-ready endpoint with dynamic client registration, PKCE, refresh tokens, and OpenAPI docs.

AvengerMoJo/mcp-service

Trino MCP Server

by mikeysrecipes

Enables listing and querying Trino tables via MCP, supporting arbitrary SQL queries against a Trino cluster.

mikeysrecipes/mcp-server-trino

Baarn Raadsinformatie MCP Server

by tiemenrtuinstra

Provides AI assistants with access to political documents and meetings from the municipality of Baarn via the Notubiz API, enabling querying, searching, and analysis of council information.

tiemenrtuinstra/baarn-raadsinformatie

Gemini Image Generator MCP Server

by olegfour3

Generates and transforms images using Google's Gemini model through the MCP protocol, enabling AI assistants to create high-quality images from text prompts.

olegfour3/mcp-server-gemini-image-generator

Document Parser MCP

by kgand

An MCP server that uses the Docling toolkit to convert various document formats, including PDFs, Office files, images, and audio, into clean Markdown for AI processing. It supports multiple processing pipelines like VLM and ASR with intelligent auto-detection and job queue management.

kgand/document-parser-mcp

nameplate

by dannyheskett

Parses unstructured US contact strings into structured name and address components. Supports automatic detection of input type (name, address, or contact) and optional enhancement using a US street database.

dannyheskett/py-nameplate

Multi-Source Documentation MCP Server

by florinel-chis

Enables AI assistants to search and query documentation from multiple sources including Voiceflow and Claude Code, with full-text search, code examples retrieval, and step-by-step tutorials access.

florinel-chis/voiceflow-doc-mcp

pop-pay

by 100xpercent

Project Point One Percent - Agent Pay \[pop-pay] is a payment guardrail and one-time flow protocol specifically designed for Agentic AI (e.g., Claude Code, OpenClaw). It enables agents to handle financial transactions safely without risking unlimited exposure of human-controlled credit cards.

100xPercent/pop-pay-python

Judicature MCP

by danospanos

Enables searching the ak-vrana.cz website for articles by keywords and extracting webpage content to Markdown format.

danospanos/mcp-caselaw-server-cz

Florence-2 MCP Server

by jkawamoto

An MCP server for processing images using Florence-2

jkawamoto/mcp-florence2

simple_snowflake_mcp

by fastmcp-me

Enables natural language querying and management of Snowflake databases, including SQL execution, schema exploration, and warehouse monitoring.

fastmcp-me/simple_snowflake_mcp

Keitaro MCP Server

by keitaromanager

MCP server for Keitaro Tracker Admin API providing 37 tools for campaign management, traffic analytics, reports, and raw click/conversion data, accessible from MCP-compatible AI agents.

KeitaroManager/keitaro-mcp

Teardrop

by teardrop-ai

Streaming AI agent API built on LangGraph. Implements AG-UI, A2A, MCP, and x402 simultaneously. Agents discover it via A2A, call it over SSE, use its tools via MCP, and pay per request in USDC on Base. Per-org MCP federation, pgvector memory, 16 built-in Web3 tools, and dual billing (Stripe + x402).

teardrop-ai/teardrop

Zoopla MCP Server

by bach-ai-tools

Enables access to UK property listings, price estimates, agent information, and market data through the Zoopla API for searching properties for sale or rent with detailed filters and analytics.

BACH-AI-Tools/bachai-zoopla

Planning Center

by afristrup

Integrates with Planning Center Online's API to provide read-only access to church management data including people, services, check-ins, giving, groups, calendar, and registrations with OAuth authentication, rate limiting, and webhook support for automating church workflows and building custom integrations.

afristrup/planningcenter-python

dispatch-mcp

by selamy-labs

A security-constrained MCP server that provides tools to dispatch tasks to allowlisted repositories and retrieve their status or results, preventing arbitrary command execution.

selamy-labs/dispatch-mcp

relayos-mcp

by jjjjjjjjnnjnn

Enables Claude Code to orchestrate AI team tasks by delegating simple work to free models (Mimo, OpenCode) and using Claude for planning and review, all via MCP tools like command execution and AI queries.

jjjjjjjjnnjnn/relayos-mcp

云启智联 MCP Server

by yunqi-zhilian

让支持 MCP 的 AI 客户端直接调用票据识别能力，包括银行回单、对账单、增值税发票等解析。

yunqi-zhilian/yqzl-mcp-server

obsidian-git-sync-mcp

by jjsmackay

A dockerised, self-hostable host that runs an Obsidian vault headlessly and serves it to MCP clients, with pluggable sync (git first).

jjsmackay/obsidian-git-sync-mcp

ViralTransformer MCP Server

by bellekou

A high-performance MCP server designed for content creators. It automates the workflow of scraping web articles and transforming them into viral social media posts using specialized, context-aware prompt templates.

BelleKou/mcp-viral-transformer

Safer Fetch MCP Server

by tommertom

Enables fetching and converting web content to markdown with built-in prompt injection safeguards that detect and block malicious content attempting to manipulate the LLM.

Tommertom/safer_fetch_mcp

Coinranking1 MCP Server

by bach-ai-tools

Provides access to the Coinranking1 API for retrieving real-time cryptocurrency data, including trending coins, blockchain details, and global market statistics. It enables users to search for digital assets and track historical market capitalization and trading volumes.

BACH-AI-Tools/coinranking1

Diffblue Cover MCP Server

by diffblue

Enables AI development environments to call the Diffblue Cover CLI tool to automatically generate unit tests for Java code.

diffblue/cover-mcp

OpenCrab

by alexai-mcp

OpenCrab provides an MCP interface for the MetaOntology OS, enabling structured knowledge management across graph, vector, and document databases. It allows agents to perform hybrid searches, manage complex entity relationships, and conduct impact analysis within a multi-space ontological framework.

AlexAI-MCP/OpenCrab

Robot Framework MCP Server

by matthew-m-king

A local MCP server that parses Robot Framework output.xml files, scores and groups failures, and exposes structured triage data to Claude Desktop and Claude Code.

Matthew-M-King/robot-framework-mcp-server

nba-stats-mcp

by labeveryday

Provides comprehensive NBA statistics via Model Context Protocol, enabling queries for player stats, game scores, team info, and advanced analytics through natural language.

labeveryday/nba-stats-mcp

PowerPoint MCP Server

by ytthuan

Enables AI agents to interact with PowerPoint presentations through natural language commands, supporting reading, editing, slide management, and automated speaker notes processing.

ytthuan/powerpoint-python-pptx-mcp

MCP AI POC

by drewtech

Provides AI-powered development tools including code generation, refactoring, debugging, performance optimization, and test generation, along with smart prompts for code analysis and documentation, and a built-in knowledge base of coding best practices.

drewtech/mcp-ai-poc

MCP Server Metasearch

by busigui2023

A unified MCP server aggregating 15 web search and extraction tools across 5 providers (Jina, Tavily, Exa, Firecrawl, Bocha) with automatic API key validation and plugin architecture.

busigui2023/mcp-server-metasearch

mcp-data-tools

by mahesh-cr-de

A governed MCP server enabling LLM agents to query BigQuery, inspect GCS, trigger Airflow DAGs, and run data-quality checks with built-in security guardrails like allow-lists, cost ceilings, and audit trails.

mahesh-cr-de/mcp-data-tools

InvokeAI MCP Server

by coinstax

A Model Context Protocol (MCP) server that integrates InvokeAI with Claude Code, enabling AI-powered image generation, transformation, and upscaling directly from your AI assistant.

coinstax/invokeai-mcp-server

CDK API MCP Server

by konokenj

Provides offline access to AWS CDK API references and integration test code samples for both stable (aws-cdk-lib) and alpha (@aws-cdk) modules, enabling developers to browse CDK documentation through MCP resources.

konokenj/cdk-api-mcp-server

HidrateSpark MCP Server

by mariomosca

Enables tracking hydration, analyzing water intake patterns, and managing HidrateSpark smart water bottle data through Claude Desktop.

mariomosca/hidratespark-mcp

spirrow-prismind

by spirrowgames

MCP server that integrates Google Drive, RAG, and memory services for context-aware knowledge management, enabling session, project, document, catalog, and knowledge operations for AI assistants.

SpirrowGames/spirrow-prismind

cz-eli-mcp

by matematicsolutions

Enables searching and retrieving Czech legal acts from the e-Sbirka database via SPARQL, including metadata and full consolidated text with verifiable citations.

matematicsolutions/cz-eli-mcp

L.O.G. (Latent Orchestration Gateway)

by lucineer

A privacy-first memory layer that pseudonymizes sensitive data locally before sharing a 'Working-Fiction' version with external AI agents. It enables secure agentic workflows by ensuring personally identifiable information never leaves the user's sovereign hardware.

Lucineer/LOG-mcp

AI Governance MCP Server

by jason21wc

A semantic retrieval system that gives AI assistants on-demand access to domain-specific governance principles — a queryable 'second brain' of encoded standards.

jason21wc/ai-governance-mcp

Ollama MCP Server

by adrianpuiu

Bridges Ollama's capabilities with MCP-compatible clients, enabling web search and content fetching to provide real-time information and reduce hallucinations.

adrianpuiu/ollama-mcp-server

Jewei Mssql Mcp Server

by jeweis

这是一个mssql MCP服务器，专门用于执行Microsoft SQL Server的数据查询和表结构查询操作。该服务器提供了一系列工具，使客户端能够方便地与SQL Server数据库进行交互。

jeweis/jewei-mssql-mcp-server

DuckDuckGo Browser MCP Server

by sourav-spd

Enables real-time internet searches via DuckDuckGo Lite with automatic retry, smart caching, and category detection for reliable results.

sourav-spd/duckduckgo-mcp

Mermaid MCP Server

by gittyburstein

Enables agents to analyze codebases (local or GitHub) and automatically generate Mermaid diagrams rendered as PNG images via Kroki, providing visual understanding of project structure and flow through file discovery, reading, and diagram generation.

GittyBurstein/mermaid-mcp-server

Caltrain

by davidyen1124

Provides real-time Caltrain commuter rail information including schedules, station details, and trip planning for the San Francisco Bay Area

davidyen1124/caltrain-mcp

fossick-mcp

by lipdog

Enables AI agents to prospect across GitHub, PyPI, and npm, searching repositories, packages, and code patterns with read-only tools.

Lipdog/fossick-mcp

CodexMCP

by tomascupr

A FastMCP server that wraps OpenAI Codex CLI to provide AI-powered code generation, refactoring, and documentation via a standardized API.

tomascupr/codexMCP

Spotify Universal MCP Server

by universal-mcp

Enables interaction with Spotify's services and tools through a standardized MCP interface, allowing control of music streaming and playback.

universal-mcp/spotify

aws-cost-explorer

by shawnj

Enables AI assistants to query and analyze AWS costs and usage via the Cost Explorer API.

shawnj/aws_mcp

Deepfake Detector MCP

by csoai-org

Deepfake Detector - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/deepfake-detector-mcp

nomad

by ad3n1ne

A local MCP server for agentic remote development that enables code sync via rsync, SSH command execution, and long-running task management in remote tmux sessions.

Ad3n1ne/Nomad-mcp