The MCP Trust Index.

Codebase Insights MCP Server

by llanterme

Analyzes API codebases from GitHub and Bitbucket repositories to generate Postman collections, business reports, and detailed code insights. Supports multiple frameworks including FastAPI, Spring Boot, Flask, Express, and OpenAPI/Swagger specifications.

llanterme/codebase-insights-mcp

fathom-mcp

by jhamman

Provides AI assistants access to Fathom meeting recordings, summaries, and transcripts via tools like list_meetings, get_meeting_summary, and get_meeting_transcript.

jhamman/fathom-mcp

linkup-mcp

by ranneg

Provides web search and local document RAG using Ollama, enabling privacy-preserving AI assistance in Cursor IDE.

RanneG/linkup_mcp

Gym MCP

by ishantiwari0112

Enables AI agents to discover and play games like Tic-Tac-Toe through a standardized interface, with plans to integrate more environments.

IshanTiwari0112/gym-mcp

Cline Personas MCP Server

by bradfair

An MCP server for managing `.clinerules` files using shared components and persona templates.

bradfair/mcp-cline-personas

kobox

by yangyue1974

Enables controlling a Teenage Engineering EP-133 K.O. II via natural language, converting plain language into MIDI commands for triggering pads, playing scales, and sequencing patterns.

yangyue1974/kobox

GTD MCP Server

by maciejkepa

A Model Context Protocol server implementing a Getting Things Done assistant with tools for tasks, projects, inbox, next actions, and statistics. Supports local SQLite and Databricks deployment.

maciejkepa/gtd-mcp-server

ScoutMCP

by yudduy

An MCP discovery and installation engine that enables users to search for, install, and manage Model Context Protocol servers via the Smithery Registry. It provides atomic tools for managing MCP configurations and is specifically designed to be orchestrated by Claude Code.

yudduy/ScoutMCP

fieldroutes_mcp

by sanjibani

MCP server for the FieldRoutes pest-control / lawn-care operations platform — talk to your data from Claude, Cursor, or any MCP client.

sanjibani/fieldroutes-mcp

MCP Financial Analyst

by shashankg6

Enables financial analysis by fetching real market data from Yahoo Finance, computing moving averages, returns, and volatility, and generating price charts.

Shashankg6/financialAnalyzerMCP

MCP Environment Proxy

by kamorionlabs

A dynamic MCP proxy that allows switching environment variables on-the-fly, enabling context switching for multiple AWS accounts or Kubernetes clusters without restarting the client.

KamorionLabs/mcp-env-proxy

BigContext MCP

by rixmerz

Enables working with large documents of any size by intelligently segmenting them and using TF-IDF search to retrieve only relevant fragments, preventing context window saturation. Provides 31 domain-agnostic tools for document ingestion, semantic analysis, epistemological validation, and extraction verification across formats like PDF, EPUB, and HTML.

Rixmerz/bigcontext_mcp

Nano Banana MCP Server (CLIProxyAPI Edition)

by ion-aluminium

Provides AI-powered image generation through Google's Gemini models (Flash and Pro) with intelligent model selection, aspect ratio control, and support for both direct Gemini API and CLIProxyAPI proxy routing.

ion-aluminium/nanobanana-mcp-cliproxyapi

FinOps Tag Compliance MCP Server

by optimnow

Turn Claude into your AWS tagging compliance assistant — ask in plain English, get real-time insights on your cloud costs and compliance.

OptimNow/finops-tag-compliance-mcp

MCP Server Demo

by lkannan

A demonstration project showing how to set up and use a custom MCP server with Claude Desktop, providing example tools and resources.

lkannan/mcp-server

Jules MCP Server

by paladiamors

Enables LLM applications to interact with Google's Jules AI coding assistant to manage repositories, coding sessions, and pull requests. It allows users to programmatically create tasks, approve plans, and communicate with the assistant during active coding sessions.

Paladiamors/jules-mcp

reminders-mcp

by mhtb32

Enables Claude to read and manage macOS Reminders (create, list, update, complete, delete reminders) via AppleScript, running entirely locally.

mhtb32/reminders-mcp

Vision MCP Server

by guanjiu173

Provides image understanding capabilities for MCP clients (e.g., Claude Code) by analyzing images using vision models from providers like Alibaba Cloud Bailian, OpenAI, or OpenRouter, returning detailed descriptions in Markdown format.

GuanJiu173/DeepSeek-Vision-MCP

HRMS MCP Server

by lalithdabilpuram01

An MCP server for HR management that enables adding employees, managing tickets and leaves, sending emails, and onboarding new hires via in-memory mock data.

lalithdabilpuram01/HRMS_MCP_Server

MCP-Server-Financial-Analyzer

by honglinglei

Provides AI assistants with real-time stock prices, financial statements, SEC filings, and analytical tools like DCF valuation and ratio analysis.

HonglingLei/MCP-Server-Financial-Analyzer

junto-memory

by tlemmons

A shared memory and coordination server for multiple AI coding agents, built on the Model Context Protocol (MCP).

tlemmons/junto-memory

Hermes Memory MCP

by wcy88

A local enhanced memory system with self-evolution capabilities, enabling automatic skill creation, periodic memory maintenance, and trajectory training for reinforcement learning.

wcy88/hermes-mcp

FleetMind MCP Server

by mashrur-rahman-fahim

AI-powered delivery dispatch management system with 29 tools for managing orders, drivers, and intelligent route assignments. Uses Gemini 2.0 Flash AI to optimize delivery assignments based on weather, traffic, driver capabilities, and vehicle types.

mashrur-rahman-fahim/fleetmind-mcp

shelly-api-mcp

by adambenhassen

Provides read-only access to Shelly Cloud energy data, including live power, lifetime energy, and historical consumption with cost, enabling AI agents to monitor electricity usage without device control.

adambenhassen/shelly-api-mcp

sbl-probe

by soundbytelabs

Serial communication and protocol analysis MCP server that gives AI coding assistants direct access to serial ports for reading, writing, decoding, and capturing embedded device output.

soundbytelabs/sbl-probe-mcp

Weather MCP Server

by yachitha

Provides weather alerts for US states and forecasts for given coordinates via MCP tools.

Yachitha/weather-mcp-server

DhanHQ MCP Server

by vedhasagaran

An MCP server that enables AI assistants to interact with the DhanHQ trading platform, providing access to holdings, orders, trade history, and token renewal via DhanHQ APIs.

Vedhasagaran/dhan-mcp-py

Deep Research MCP

by mythrantic

Enables AI assistants to perform deep web research and generate comprehensive reports using a multi-agent divide and conquer approach.

mythrantic/deep-research

freshservice-mcp

by forterro

Enables AI models to perform IT service management operations on Freshservice, including managing tickets, changes, problems, releases, assets, projects, and more through a set of MCP tools.

forterro/freshservice_mcp

Global Weather MCP Server

by venkatadena

Provides weather data including US alerts, US forecasts, and global 5-day forecasts without requiring any API keys.

VenkatAdena/Weather-MCP

screen-mcp-server

by aga134

Gives AI coding assistants real-time screen capture capabilities with multi-monitor support, PDF text extraction, and answer logging.

aga134/screen-mcp-server

Codex LSP Bridge

by cesarpetrescu

Exposes Language Server Protocol (LSP) features as MCP tools, enabling IDE-grade semantic navigation including go-to-definition, find references, hover info, and symbols across multiple programming languages (Python, Rust, C/C++, TypeScript/JavaScript, React, HTML, CSS).

CesarPetrescu/lsp-mcp

MCP Salesforce Revenue Cloud

by marijanmiletic

Provides AI assistants with direct access to Salesforce Revenue Cloud data and operations, enabling retrieval of products, price books, quotes, orders, and execution of custom SOQL queries through natural language.

MarijanMiletic/mcp_salesforce_revenue_cloud

iDig DNS MCP Server

by kbhave

Exposes 19 professional DNS diagnostic tools from the iDig API, enabling AI clients to perform DNS lookups, email security audits, DNSSEC validation, propagation checks, and more through natural language.

kbhave/MCP-Service-iDig

QuantConnect MCP Server

by mymanish9-code11

Enables AI assistants to interact with QuantConnect's algorithmic trading platform to create projects, write trading strategies, run backtests, perform optimizations, and deploy algorithms to live trading through the QuantConnect API.

mymanish9-code11/QuantConnect-mcp-server

zee5-catalog-mcp

by samayyy

Provides synthetic catalog search, metadata retrieval, similar titles, trending, and new releases via MCP tools.

samayyy/zee5-mcp-public

tg-id-mcp

by barkoszloy

MCP server for Telegram user/chat lookup with datacenter detection and account age estimation.

barkoszloy/tg-id-mcp

polynodes-osc-mcp

by naotochan

MCP server for controlling PolyNodes spatial sonic synthesis via OSC, allowing AI assistants to adjust parameters through natural language.

naotochan/polynodes-osc-mcp

MongoDB MCP

by vishnuweb-a

A MongoDB MCP Server that allows AI agents and MCP clients to interact with MongoDB databases through standardized tools for CRUD operations, schema discovery, and collection management.

vishnuweb-a/mongo_agent_mcp

AkShare

by aahl

Integrates with Chinese financial markets through akshare library to provide real-time and historical stock and cryptocurrency data with caching mechanisms for financial analysis, market research, and algorithmic trading development.

aahl/mcp-aktools

vcf-mcp-sddc-vc

by rajuatmakuri5

Enables natural language interaction with VMware SDDC Manager and vCenter APIs through MCP tools, allowing users to query workload domains, VMs, clusters, and more.

rajuatmakuri5/vcf-mcp-sddc-vc

Habit Tracker MCP Server

by darialissi

Enables users to analyze their habits over a specified period and receive weekly reviews through natural language prompts.

darialissi/litestar-habittracker

mcpGetImage

by raulisai

An MCP server for generating candy product images with white backgrounds and removing backgrounds to produce transparent WebP images, using OpenAI's image API and rembg.

raulisai/mcpGetImage

fastmcp-opengauss

by howardqin

Enables interaction with openGauss databases through multiple transport methods (Stdio, SSE, Streamable-Http). Supports database operations and queries with configurable connection parameters.

HowardQin/fastmcp-opengauss

Open Library Subjects MCP Server

by dangkoolwat

Fetches books by genre or subject from the Open Library API without requiring an API key, returning titles, authors, and publication years.

Dangkoolwat/OpenLibrarySubject

data-detective

by themroats

An MCP server that gives AI assistants the ability to connect to, query, profile, and monitor data sources — turning any LLM into an interactive data engineering copilot.

themroats/mcp-data-detective

MCP TS Quickstart

by cephalization

Build-less TypeScript quickstart for an MCP server implementation

cephalization/mcp-ts-quickstart

Brand Knowledge MCP Server

by lacadenjulianna

Provides structured dealer brand data including inventory, promotions, reviews, and dealer profile via MCP tools, enabling LLMs to answer accurate brand-related queries.

LacadenJulianna/AI-Agents-with-MCP-and-LangGraph

grok-mcp

by pantainos-toolkit

Enables searching X (Twitter) using the xAI Grok API to get summarised answers with citations. Supports filtering by handles, date range, and image/video understanding.

Pantainos-Toolkit/grok-mcp

SkuVault MCP Server

by dbankscard

Enables interaction with the SkuVault inventory management system API for product management, inventory control, warehouse operations, and analytics through natural language.

dbankscard/skuvault-mcp-server