The MCP Trust Index.

mcp-query

by ottimis

A local MCP server for secure database querying from Claude Code, with Apple Keychain credential storage, permission-based access control, and audit logging.

ottimis/mcp-query

MCP

by danielis2025

A simple MCP server that lets an MCP client (Claude Desktop) ask it to read a file from your local disk

danielis2025/MCP

Local Brain MCP

by ejsinfuego

A local MCP server for AI assistants to store and retrieve personal memories on disk, with optional semantic search using embeddings.

ejsinfuego/memory-mcp

kafka-mcp

by zakariahere

Exposes Kafka administration operations as MCP tools, enabling AI agents to inspect Kafka clusters using natural language.

zakariahere/zaksway-kafka-mcp

IMAP MCP Server

by soundhannes

Enables comprehensive interaction with IMAP email accounts through 38 tools for reading, searching, and organizing messages. It supports advanced features like real-time mailbox monitoring via IDLE watch and automated email archiving.

Soundhannes/IMAP-MCP

fintools-mcp

by varutudor

Personal finance calculators exposed as an MCP server with a Gradio UI, deployable to Hugging Face Spaces.

VaruTudor/fintools-mcp

vvriter

by visualizevalue

MCP server that generates articles from 50,000 tweets and 400 visual artworks.

visualizevalue/vvriter

MCP DB Server

by sharpdogs

Enables AI agents to query databases via natural language using the Model Context Protocol, with automatic schema discovery, SQL query execution, and read-only safety checks.

sharpdogs/MCP-server

Chaos Mesh MCP Server

by ausium

Enables chaos engineering on Kubernetes clusters by providing tools to inject faults like network delays, pod kills, and HTTP delays, along with cluster inspection and chaos lifecycle management.

Ausium/chaosmesh-mcp

mcp-sparkit

by sparkit-science

science agent for literature search and summary

SPARKIT-science/sparkit-mcp

table-context-mcp

by windboyk0

Converts Excel table definitions to structured JSON and exposes them to LLMs via MCP tools like list_tables and get_table_schema, enabling accurate SQL generation and data modeling assistance.

windboyk0/table-context-mcp

WeChat MCP Enhanced

by chylove1982

An MCP server that enables file transmission, voice message processing, and voice call management through the WeChat PC client. It provides tools for automated communication including audio format conversion and call status tracking within the Model Context Protocol framework.

chylove1982/wechat-mcp-enhanced

SAP BTP ABAP ADT MCP Server

by dante-tx

Enables SAP ABAP development workflows including ADT login, object search, read, create, update, activate, delete, and OData service publishing.

Dante-tx/SAP-BTP-Trial-ABAP-ADT-MCP

Google Maps MCP Server

by lesonky

Enables interaction with Google Maps API for geocoding, place search, directions, distance matrices, and elevation data through natural language.

lesonky/google-maps-mcp

Research MCP Server

by vivedhaelango

Enables searching and managing academic papers from arXiv with tools, resources, and prompt templates for literature review.

VivedhaElango/MCP_research_server

Test MCP

by mrexodia

A minimal MCP server template for testing and development, providing example implementations with fastmcp and Python.

mrexodia/test-mcp

AuditShield

by hujiaozhuzhu

A three-layer MCP server that filters false positives from static analysis tools like Semgrep, Bandit, and Gosec using rule-based, context-aware, and ML-based filtering to reduce false positives in code audit results.

hujiaozhuzhu/AuditShield

openai-mcp

by iflow-mcp

A versatile MCP server that enables natural language software development tasks using multiple LLM providers (OpenAI, Anthropic) with real-time visualization, cost management, and a comprehensive tool suite.

iflow-mcp/openai-mcp

yelp-mcp-min

by miqui

Minimal MCP server for the Yelp Fusion API v3, enabling business search, phone lookup, match, details, and reviews via FastMCP.

miqui/yelp-mcp-min

jszemcp

by potasio101

For MCP Server Development

Potasio101/jszemcp

latex-mcp

by guirguispierre

An MCP server that renders LaTeX math expressions and step-by-step solutions into high-quality PNG images and hosted URLs. It enables AI assistants to provide visual mathematical solutions formatted for messaging platforms like iMessage.

guirguispierre/latex-mcp

ContextCore MCP

by rkpraveendev

A personal AI assistant that connects git history, Gmail, Google Calendar, and Google Drive into an intelligent daily briefing via function calling and MCP.

rkpraveendev/contextcore-mcp

sogou-weixin-mcp-server

by ptbsare

Enables searching for WeChat official account articles through the Sogou WeChat platform, returning structured article information.

ptbsare/sogou-weixin-mcp-server

MCP Server App

by ovokpus

An MCP server with LangGraph agent integration that enables AI agents to use custom tools and external APIs for dice rolling, web search, social content creation, and GitHub access via STDIO transport.

ovokpus/MCP-Server-App

Mars MCP Backend Analyzer

by marshel2727

A local, read-only MCP server that analyzes Python backend projects by providing tools to scan, map, and selectively read files, reducing token usage for AI clients.

Marshel2727/Mars-MCP-backend-analyzer

my-mcp

by kcbabo

An MCP server framework featuring dynamic tool loading and a modular one-tool-per-file architecture for rapid development. It supports both Stdio and HTTP transport modes, offering automated test generation and centralized configuration management.

kcbabo/everything-server

USDC MCP Server

by traia-io

Enables AI agents and LLMs to interact with USDC API endpoints through a standardized Model Context Protocol interface. It provides tools for efficient async handling and seamless integration of USDC functionalities into automated workflows.

Traia-IO/usdc-mcp-server-mcp-server

Shell Server

by joandiazcapell

A lightweight MCP server that provides AI assistants with access to a system's terminal through a secure terminal tool. It enables users to execute shell commands and receive stdout, stderr, and exit codes directly within an MCP-compatible client.

joandiazcapell/shellserver

Travel Planner MCP Server

by dasbalvinderdas

Provides weather-aware travel planning tools that fetch 3-day forecasts and generate structured itineraries using a multi-agent orchestration system. It exposes specialized agents for weather data and trip planning to any MCP-compliant client.

DasBalvinderDas/travel-planner-mcp-server

TreeSitter Code Structure MCP Server

by darkeden-coding

Analyzes source code across multiple languages to extract structural elements like classes, functions, and parameters using tree-sitter. It provides LLM-optimized markdown output that includes nesting levels, line numbers, and signatures to facilitate codebase navigation.

DarkEden-coding/CodeStructureMCP

simple-mcp

by pcparts001

A simple HTTP-based MCP server that provides demo tools (get_test_string, echo, check_maintenance), greeting prompts, and test resources, with optional OAuth 2.1 support.

pcparts001/simple-mcp

eGov MCP — Cameroun

by landryjacques237

AI-native eGovernment platform for Cameroonian public services, providing tools for tax calendar, social contributions, and company searches via MCP.

LANDRYJACQUES237/egov-mcp

TickTick MCP Server

by felores

A security-hardened MCP server for TickTick that enables managing your tasks directly through any MCP-compatible client.

felores/ticktick-mcp-server

漏洞扫描 MCP 服务器

by xteam-wing

Mcp services by marshal

XTeam-Wing/Marshal-MCP

KotorMCP

by th3w1zard1

MCP server for interacting with Knights of the Old Republic game installations, enabling resource discovery, inspection, and analysis for AI agents.

th3w1zard1/KotorMCP

TheMCP-server

by aravind-tronix

Enables interaction with SQLite databases, filesystem, AWS IAM, and Gmail through a master MCP server with a Streamlit UI optimized for Claude.

aravind-tronix/TheMCP-server

Gamito

by nerkyzas157

Enables AI agents to generate budget-disciplined, allergy-safe weekly meal plans, shopping lists, and meal swaps using a fully local deterministic engine.

nerkyzas157/gamito

Power BI

by asklokesh

Integrates with Power BI for business analytics and data visualization.

asklokesh/powerbi-mcp-server

Claude MCP File Server

by erosao

A file management system powered by Claude AI that provides document access and manipulation through MCP protocol and Telegram bot integration, enabling users to interact with files via natural language commands.

ErosAO/MCP

MCP OCI OPSI Server

by adibirzu

Enables comprehensive monitoring and analysis of Oracle Cloud Infrastructure database fleets through natural language interfaces. It supports performance troubleshooting, capacity planning, and automated DBA workflows across multi-tenant environments using specialized tools and playbooks.

adibirzu/mcp_oci_opsi

LangGraph RAG MCP

by pedarias

Retrieval-Augmented Generation system serving LangGraph documentation through the Model Context Protocol, enabling semantic search and context-aware responses.

pedarias/langgraph-rag-mcp

pytorch-mcp

by bitingsnakes

A full-featured MCP server for PyTorch documentation workflows, providing tools for search, symbol lookup, code examples, troubleshooting, and question-answering using local docs.

BitingSnakes/pytorch-mcp

synapsis

by teamolimpo

Unified durable team memory MCP server with tools for session management, task tracking, handoff protocol, and search, plus a multi-provider LLM client.

teamolimpo/synapsis

Google Docs & Gmail MCP Server

by aarushig09

Enables appending text to Google Docs and creating Gmail drafts with interactive approval via terminal.

AarushiG09/Aargee-MCP-Server

Houdini MCP Server

by kif11

Enables AI assistants to control Houdini by executing Python code, querying scene information, and creating nodes via the Model Context Protocol.

Kif11/houdini-mcp-server

Netmiko MCP Server

by ntunes

Enables management of network devices via SSH using Netmiko, supporting command execution, configuration management, and concurrent operations across multiple vendors.

ntunes/netmiko-mcp-server

Britive MCP Server

by britive

Enables AI agents and users to interact with the Britive platform for dynamic access, query configurations, reporting, and access activity.

britive/mcp-server

mcp-sandbox

by kkamal11

A sandbox MCP server for testing and debugging MCP tools and interactions via the MCP Inspector.

kkamal11/mcp-sandbox

GrantIQ

by bch1212

MCP server providing AI agents structured access to US federal grant and contract opportunities from Grants.gov and SAM.gov.

bch1212/mcp-grantiq

Maître d'MCP

by devingoodsell

An MCP server for restaurant discovery and booking across Resy and OpenTable via natural language. It integrates Google Places data with dietary preferences, visit history, and weather awareness to provide personalized dining recommendations and group reservation management.

devingoodsell/matire-d-mcp