The MCP Trust Index.

cookidoo-mcp

by josepenam

Enables to browse, compare, plan, and shop from Cookidoo, and save arbitrarily tweaked custom recipes back to your account.

josepenam/cookidoo-mcp

MCP Server

by 9kman

Enables natural-language querying of structured data via Model Context Protocol, allowing AI agents to answer questions without SQL or API knowledge.

9KMan/JOB-20260613144931-000091

fred-economic-intelligence-mcp

by prithvi1029

An MCP server that provides economic intelligence using FRED data, including series search, metadata, observations, comparisons, and a curated macroeconomic knowledge graph with GraphRAG, digital twin simulation, and explainability.

prithvi1029/fred-economic-intelligence-mcp

Make_Skills

by lizo-roadtown

The recursive skill engine — the piece that watches a user's agent work, notices repeated patterns, generates skill candidates, and compiles approved candidates into runnable capability. Three layers: reusable core + project-type adapters + project-local instances.

Lizo-RoadTown/Make_Skills

mcp-redis-demo

by velmuruganms12

Enterprise support ticket system using FastMCP server with Redis for persistent state and multiple clients.

Velmuruganms12/mcp-redis-demo

openai-image-gen

by bookandmusic

Exposes multiple image generation backends as independent MCP tools for generating images with configurable models and parameters.

bookandmusic/mcp-openai-image-gen

dnd-mcp

by josh-gotro

Josh-Gotro/dnd-mcp

mcp-SADE-ME

by fralopmor-arch

A Model Context Protocol server that provides real-time access to Spanish electricity demand, weather data, and generation mix, enabling AI agents to analyze and summarize energy information.

fralopmor-arch/mcp-SADE-ME-link

IndiaQuant MCP

by sowjanya5751

IndiaQuant MCP is a real-time AI-powered market intelligence system that provides live stock data, trading signals, options analytics, sentiment analysis, and portfolio simulation using free APIs.

sowjanya5751/indiaquant-mcp

ruanyifeng-weekly-mcp

by keenturbo

Enables searching ruanyifeng's weekly GitHub issues and returning a Markdown list with summaries.

keenturbo/ruanyifeng-weekly-mcp

mcp-fetch-patents

by clankercode

Enables fetching patents from multiple global sources by patent ID, returning PDF, Markdown, and metadata with automatic caching.

clankercode/mcp-fetch-patents

GeoServer MCP Server

by ronitjadhav

A Model Context Protocol (MCP) server that exposes GeoServer REST API functionality for natural language interaction through AI assistants like Claude, VS Code Copilot, and other MCP-compatible clients.

ronitjadhav/geoservercloud-mcp

Enterprise MCP Server Template

by ranjithkumars-lab

A production-ready, transport-independent foundation for building enterprise MCP servers in Python. Provides infrastructure, configuration, DI, logging, and tooling so downstream projects can focus on domain capabilities.

ranjithkumars-lab/browser-mcp

pymdu

by rupeelab17

Enables Claude Desktop or Gemini CLI to communicate with PyMDU, allowing analysis and processing of urban data using PyMDU tools through natural language commands.

rupeelab17/mcp_pymdu

screenshot-mcp

by ibuildrun

MCP server for capturing screenshots of desktop windows on Windows. Allows AI assistants to see what's on screen for UI development, debugging, and iterating on designs.

ibuildrun/screenshot-mcp

lightwave-mcp

by bennythecoder

Enables AI agents to discover and control LightwaveRF Smart Series devices (lights, switches, sockets) via the official REST API, using natural language commands like 'turn off the kitchen light'.

bennythecoder/lightwaverf_mcp

mcp-calculator

by 78

Xiaozhi MCP sample program

78/mcp-calculator

THOUGHT

by rnbbarrett

A local MCP memory server giving LLMs a persistent, auditable memory fabric with temporal awareness, relationship tracking, and contradiction detection.

RNBBarrett/thought-mcp

VAAS

by mjgleason3

Provides a visual memory and attention layer for AI agents, enabling indexing of images and videos and then searching, inspecting, tracking, and retrieving the right frame in milliseconds via MCP tools.

mjgleason3/vaas

Context Pilot

by applehell

MCP server providing persistent, searchable memory management for AI workflows, enabling Claude Code to store, retrieve, and organize context through CRUD operations and knowledge tools.

applehell/contextpilot

Songsterr MCP

by gumluke

Enables users to search for guitar, bass, and drum tabs on Songsterr by song title, artist, or specific tab metadata. It retrieves song details and track lists, providing direct links to view the full tablature on the Songsterr website.

gumluke/songsterr-mcp

Orihime

by srinivasan-sundaresan95

Cross-repository code knowledge graph MCP server for Java, Kotlin, JavaScript, and TypeScript. Indexes source code into embedded KuzuDB via tree-sitter and exposes 30+ tools for call-flow tracing, multi-hop taint analysis (OWASP/CWE/PCI/STIG), entry-point reachability filtering, performance hotspot detection, and license compliance — without reading source files. 95% fewer tokens vs source-read

srinivasan-sundaresan95/orihime

Accounting MCP

by annie25726

A personal financial management tool that enables AI assistants to record transactions, check balances, and provide monthly financial summaries via the Model Context Protocol. It allows users to manage their expenses and income through natural language interactions using standardized MCP tools and resources.

annie25726/accounting-mcp

twitter-mcp

by frozen-cherry

Enables Claude to search tweets, analyze user profiles, and retrieve timelines via the SocialData API.

frozen-cherry/claude-mcp

Weather Travel Advisory MCP Server

by ag0860-mohammad-anas

Enables weather-based travel advisory generation using wttr.in API, including tools to fetch forecasts, calculate travel risk, and produce structured advisory reports.

AG0860-Mohammad-Anas/p004_mcp_weather_travel_advisory

MCP Agent Execution Runtime

by praharsh-projects

A runtime for inspectable agent workflows that provides MCP tools, bounded Python execution, session memory, and deterministic evaluation.

Praharsh-Projects/mcp-agent-execution-runtime

mcp-secret-sentinel

by alebrito124356

An MCP server that scans code for exposed secrets (API keys, tokens, private keys, high-entropy strings) with placeholder-aware allowlisting and fully redacted reports, enabling agents to detect leaks before committing.

AleBrito124356/mcp-secret-sentinel

SQL-Transpiler MCP Tool

by baronco

Converts SQL queries between different database dialects using the sqlglot library to ensure cross-system compatibility. It allows users to list supported dialects and transpile SQL code from one syntax to another through the Model Context Protocol.

Baronco/SQL-Transpiler-MCP-Tool

WhatsApp MCP Server

by wati-io

Manages WhatsApp conversations, contacts, templates, campaigns, and channels through AI assistants like Claude using the Wati API v3.

wati-io/wati-mcp-server

Modal MCP Server

by php-workx

Local, read-only Modal context for coding agents. Enables agents to inspect Modal apps, deployments, logs, containers, volumes, and sandboxes without granting mutation tools.

php-workx/modal-mcp

Overture Maps MCP Server

by srivinod1

An MCP server that provides AI agents with geospatial analytics by querying Overture Maps data directly from S3, enabling place analytics, building composition, land use classification, and transportation analysis.

srivinod1/overture-mcp-server

OpenAIMCP

by acedatacloud

A Model Context Protocol server for OpenAI API access via AceDataCloud, enabling chat completions, image generation, text embeddings, and more from MCP-compatible clients.

AceDataCloud/OpenAIMCP

secfeed

by aoi-future

Aggregates security intelligence feeds (vulnerabilities, news, threat intel) into a local SQLite database and provides MCP tools for AI agents to query and analyze them.

AOI-Future/secfeed

pp-mcp

by nokke32

A read-only MCP server that provides filtered account and portfolio data from Portfolio Performance .portfolio files to generate reports.

Nokke32/pp-mcp

TeslaMate MCP Server

by 6547709

Enables reading Tesla vehicle data from a TeslaMate PostgreSQL database, including status, trips, charging, efficiency, weather integration, and more, via 38 tools for MCP-compatible clients like Claude Code.

6547709/teslamate-mcp

geoanalisis-mcp

by alexrobl

Enables reading and analysis of vector spatial data through Claude Desktop, supporting formats like FileGDB, Shapefile, GeoJSON, and GeoPackage with tools for layer listing, schema inspection, field statistics, feature extraction, and interactive map rendering.

alexrobl/geoanalisis-mcp

mcp-local-erp

by ricardoshuree

Enables local file reading and writing for your project via Claude Desktop, with tools to read, write, and list files in a specified root path.

ricardoshuree/mcp-local

MachineProfile MCP

by surathdurgaprasad

Enables AI assistants to retrieve structured information about the local Windows machine, including system specifications, resource health, developer tools, and AI environment, all through a secure, read-only interface.

SurathDurgaprasad/machine-profile-mcp

MarketIntel MCP Server

by akumar1903

Enables AI assistants to perform real-time market research including competitor analysis, pricing intelligence, and company overviews via live web search through Tavily API.

akumar1903/AI-Powered-Market-Research-MCP-Server

RepoMap

by tusharkarkera22

Provides AI assistants with a structured, token-efficient map of a codebase's symbols, dependencies, and relationships via MCP tools like overview, query, and impact analysis.

TusharKarkera22/RepoMap-AI

invoiceshelf-mcp

by homeserverhq

An MCP server that acts as a secure, multi-tenant proxy to the InvoiceShelf API, enabling AI assistants to manage invoices, estimates, customers, payments, expenses, and more with 109 tools and TOON compression for efficient token usage.

homeserverhq/invoiceshelf-mcp

remindctl-mcp

by ebi-yade

MCP server for Apple Reminders via remindctl. Enables MCP-compatible AI assistants to read and write Apple Reminders through the standard Model Context Protocol.

ebi-yade/remindctl-mcp

Hong Kong Government Security Incident MCP Server

by hkopenai

Enables users to retrieve Hong Kong government security incident reports from the Digital Policy Office. Provides a FastMCP interface for querying the number of reported information security incidents.

hkopenai/hk-tech-mcp-server

Amazon Bedrock Knowledge Base MCP Server

by r3-yamauchi

Enables management of Amazon Bedrock Knowledge Bases including creation, data source configuration, document ingestion, and RAG (Retrieval-Augmented Generation) queries with support for multiple embedding models and custom parsing/chunking strategies.

r3-yamauchi/bedrock-kb-mcp-server

Dataverse Plugin MCP

by lucasjesus0311

MCP server that lets AI assistants scaffold, build, register, query, and diagnose Microsoft Dataverse plug-ins directly from conversation, orchestrating Power Platform CLI and Azure CLI.

lucasjesus0311/dataverse-plugin-mcp

Shopify Global Catalog MCP Adapter

by hanluomh

This MCP server bridges XiaoYi to Shopify's catalog search by translating SSE requests to Streamable HTTP and providing the required UCP agent profile, enabling the search_catalog tool.

hanluOMH/shopify-global-catalog-mcp-adapter

molmcp

by molcrafts

A graph-based codebase capability discovery engine for LLM agents, exposing indexed code symbols, signatures, and relationships over MCP to enable agents to find and use tools without guessing names.

MolCrafts/molmcp