The MCP Trust Index.

network_medic

by tanay473

Autonomous network monitoring and auto-remediation MCP server for Claude Desktop, enabling observation, planning, human-approved execution, verification, and session summarization.

tanay473/NETWORK_MEDIC_MCP

bakery_data_mcp

by t2hnd

Provides access to bakery POS transaction data, product catalogs, and sales analytics from SQLite database through natural language queries and custom SQL execution.

t2hnd/bakery_data_mcp

gmail-mcp

by mortenv

Enables AI assistants to read Gmail and create drafts securely with read-only access and query whitelisting.

mortenv/gmail-mcp

mysql-readonly-mcp

by ibeancn

A readonly MCP server for MySQL databases that ensures safety by whitelisting only SELECT, SHOW, DESCRIBE, and EXPLAIN statements, with table blacklist support and configurable limits.

IBeanCN/mysql-mcp-only-read

MCP DataForSEO Server

by kevinmaqueda

Enables SEO analysis and data retrieval through DataForSEO API, including keyword research, backlinks, competitor analysis, and on-page audits.

kevinmaqueda/mcp-dataforseo

Metis FCA Handbook AI Harness MCP Server

by 99blaked99

Integrates the Metis FCA Handbook AI Harness into Claude Desktop to analyze FCA Handbook applicability for financial products, services, or firms, returning structured compliance reasoning with verbatim citations.

99blakeD99/the-metis-fca-handbook-ai-harness-mcp-files

biomarker-mcp

by scmcphub

Enables querying celltype markers from CellMarker database using natural language.

scmcphub/biomarker-mcp

rikkahub-history-mcp

by photalia

Read-only MCP bridge for searching and browsing RikkaHub app conversations through its Web API.

Photalia/rikkahub-history-mcp

patreon-mcp-server

by kyurish

Gives AI assistants read-only access to your Patreon creator data, including campaigns, members, posts, and tiers.

KyuRish/patreon-mcp-server

AI Weather MCP Server

by amankhan1009

Combines real-time weather data with LLM-powered reasoning to deliver intelligent weather insights like clothing recommendations and travel advice.

Amankhan1009/weather-mcp-server

Obsidian

by ajtruex

Organize and search your Obsidian vault. Browse files, read and edit notes, and run simple or complex searches across your knowledge base. Track recent changes and work with periodic notes to stay on top of your writing.

ajtruex/mcp-obsidian-streamable-http

Mergen

by g4sk0

AI-Powered Red Team MCP Server enabling autonomous penetration testing via Model Context Protocol with 44+ security tools for AI agents.

g4sk0/mergen-mcp

web-search-mcp

by damnhotson-tech

MCP server that enables live web search via Gemini's built-in grounding, returning synthesized answers with source citations through a single web_search tool.

damnhotson-tech/google-search-MCP-

MCP-Server-Example

by sunilghanchi

sunilghanchi/MCP-Server-Example

reminder-agent

by trungviet17

trungviet17/reminder-agent

tw-almanac

by simonliu-moltbot

Provides daily Taiwanese almanac (黃曆) information including auspicious/inauspicious activities, solar terms, zodiac clashes, and searches for auspicious dates for events like weddings.

simonliu-moltbot/mcp-tw-almanac

capsulecrm-mcp

by monadsag

Enables natural language customer and sales management by connecting AI assistants directly to CapsuleCRM, allowing users to search, create, and update CRM data via plain English commands.

MonadsAG/capsulecrm-mcp

aris-mcp

by knuckles-team

Connects agentic AI to Software AG ARIS platforms, enabling model and object operations via MCP tools.

Knuckles-Team/aris-mcp

mcp-slim-proxy

by ishaanpilar

A proxy that reduces context token waste by exposing meta-tools (search_tools, load_tool, unload_tool) so the agent loads only needed tool schemas instead of all upstream tools.

ishaanpilar/MCP-Tool-Shimming

quick-search

by pleibers

A FastMCP server for bounded, keyword-driven repository context search, enabling efficient codebase exploration with snippet extraction and focused code block retrieval.

pleibers/quick-context-mcp

gdb-mcp

by birdeclipse

Enables AI agents to debug C/C++ programs with GDB or LLDB, supporting breakpoints, stepping, variable inspection, and function calls.

birdeclipse/gdb-mcp

rugcheck-ai

by mrwizardlyloaf

On-chain token safety + safe execution MCP for Solana AI agents — detect rugs, honeypots & authority traps, then execute MEV-protected swaps.

MrWizardlyLoaf/rugcheck-ai

uiautomator2 MCP Server

by tanbro

An MCP server that provides tools for controlling Android devices using uiautomator2, enabling AI to automate tasks like tapping, swiping, and managing apps.

tanbro/uiautomator2-mcp-server

AgentRelay

by mnemox-ai

Turns idle AI quota into verified microtask output by coordinating agents to publish, claim, and submit tasks with machine validation.

mnemox-ai/AgentRelay

paper-search-mcp

by nehra-amaterasu

A Model Context Protocol server for searching and downloading academic papers from multiple free and public sources, enabling LLM-driven academic research workflows.

Nehra-Amaterasu/paper-search-mcp

Expense_Tracker_MCP

by satyam0singh

A production-grade MCP server for personal finance management, enabling AI agents to add, update, search expenses, manage budgets and credit cards, and generate financial reports.

satyam0singh/Expense_Tracker_MCP

Uptrace MCP Server

by dimonb

An MCP server for the Uptrace observability platform that enables querying traces, spans, logs, and metrics through natural language. It provides tools for error analysis, service discovery, and trace visualization within MCP-compatible clients.

dimonb/uptrace-mcp

davinci-resolve-mcp

by lordhoell

An MCP server that exposes the complete DaVinci Resolve scripting API, enabling AI assistants to control DaVinci Resolve programmatically with over 440 tools for project management, timeline editing, color grading, rendering, and more.

lordhoell/davinci-resolve-mcp

skill-vault

by vikasudasi

A self-hostable semantic skill registry for AI agents, providing searchable, versioned, and verified skills over a single MCP endpoint with per-agent private vaults and trust tiers.

vikasudasi/skill-vault

MCP Server - VMS Integration

by jyjune

Enables interaction with CCTV recording systems (VMS) to retrieve live and recorded video streams, control cameras with PTZ presets, and manage playback dialogs for specific channels and timestamps.

jyjune/mcp_vms

MariaDB MCP Server

by akworob

Enables AI assistants to interact with MariaDB databases through schema exploration, query execution, and database statistics. Includes security features like read-only mode, parameterized queries, and connection pooling with support for both JSON and Markdown output formats.

akworob/mariadb_mcp_server

SolidworksMCP-python

by andrewbartels1

Python MCP server for SolidWorks automation with 109 tools covering the full CAD lifecycle. Enables AI-assisted design workflows through COM automation on Windows.

andrewbartels1/SolidworksMCP-python

Local LLM MCP Tool

by marcel-msc

A local MCP server that runs Llama models entirely on your machine. No API keys, no cloud costs, 100% private and offline-capable.

Marcel-MSC/local-llm-mcp-tool

MCP Text Editor Server

by fastmcp-me

A Model Context Protocol (MCP) server that provides line-oriented text file editing capabilities through a standardized API. Optimized for LLM tools with efficient partial file access to minimize token usage.

fastmcp-me/mcp-text-editor

TickTick MCP Server

by xrondev

An MCP server for TickTick/Dida365 task integration, enabling AI-driven task decomposition and management with automated OAuth authentication.

Xrondev/mcp-dida365

robot-mcp-server

by showkeyjar

mcp server for robot and automations

showkeyjar/robot-mcp-server

LLM Benchmark MCP Server

by aiagentkarl

Enables AI agents to compare LLM benchmarks, get pricing, and receive model recommendations for tasks and budgets.

AiAgentKarl/llm-benchmark-mcp-server

kci-openapi-mcp

by rubatoyd

Enables searching and harvesting Korean Citation Index literature, citation indices, and references via REST API and OAI-PMH.

rubatoyd/KCI_openAPI

MCP Weather Workshop

by kriwet8

A step-by-step workshop for building an MCP server that provides weather tools to AI agents, enabling secure API key usage.

kriwet8/mcp-weather-workshop

Google Maps MCP Server

by skuangster

A general-purpose Google Maps MCP server that provides geocoding, place search, directions, distance matrices, and time zone lookup over the Model Context Protocol.

sKuangster/Google-Maps-MCP

queue-aiops

by aiops-tools

Governed Redis + RabbitMQ middleware operations — memory-pressure, latency, backlog, and churn RCA, with guarded queue/key writes, unbypassable audit logging (MCP + CLI), budget/runaway guards, dry-run, and undo/rollback.

AIops-tools/Queue-AIops

wesseltl/excel-mcp

by wesseltl

Enables AI agents to read real Excel files with messy layouts, auto-detecting header rows and handling merged cells to extract clean tabular data via MCP tools.

wesseltl/excel-mcp

qx-mcp

by xiaozhozho

Provides AI assistants with 70+ enterprise data APIs from Qixinbao, enabling natural language queries for business registration, shareholder structures, risk scores, and more.

xiaozhozho/qxb-mcp

Plagiarism Checker AI MCP

by csoai-org

Plagiarism Checker AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/plagiarism-checker-ai-mcp

Spotify MCP Server

by panuhen

Controls Spotify playback through Claude using the Model Context Protocol. Supports playback control, search, library management, and local favorites.

panuhen/spotify-mcp

agent-openapi-mcp

by aparajithn

Live OpenAPI runtime proxy that enables calling any REST API from MCP clients without writing wrapper code, by pointing at any OpenAPI spec URL.

aparajithn/agent-openapi-mcp

ExpenseTracker

by parnajaswanth227

Enables users to manage personal finances—tracking expenses, income, budgets, and generating summaries—through natural language commands via AI assistants like Claude.

parnajaswanth227/Expense_Tracker