The MCP Trust Index.

MCP Server

by namto908

Integrates with GitHub, Neo4j, PostgreSQL, and Milvus, enabling queries and data retrieval across these services.

namto908/MCP_server

cloudflare-crawl-mcp

by bidouilles

MCP server for Cloudflare Browser Rendering Crawl API. Fetches and crawls web pages, returning clean Markdown optimized for LLM consumption.

bidouilles/cloudflare-crawl-mcp

email-on-acid-mcp

by knaklabs

An MCP server exposing every documented Email on Acid API v5 request as a tool — 24 tools across authentication, email client lists, email rendering testing, and spam testing.

KnakLabs/email-on-acid-mcp

WalletGrower MCP Server

by fiatgrowthorg

Enables AI agents to search, compare, and get personalized recommendations for financial products like savings accounts, credit cards, loans, budgeting apps, and earning platforms using curated data from WalletGrower.

fiatgrowthorg/walletgrower-mcp

ElevenLabsMcp-Windows

by vakandi

Windows-optimized MCP server for ElevenLabs text-to-speech and audio processing, with fixed file paths and Cursor IDE integration.

vakandi/ElevenLabsMcp-Windows

agent-mesh MCP Server

by prathamesh-git9

Enables coordinating specialist agents through an event-driven backend, allowing submission of goals, retrieval of job status and results, and listing of jobs via MCP tools.

prathamesh-git9/agent-mesh

get-legal-done

by jesserweigel

AI copilot for autonomous legal-done research, adapted from Get Physics Done

JesseRWeigel/get-legal-done

MCP Server Template (Python)

by futhgar

A minimal, well-structured starter template for building Model Context Protocol (MCP) servers using Python and the FastMCP framework. It includes boilerplate for tools, testing setup, and modern Python packaging to accelerate server development.

futhgar/mcp-server-template

psu-mcp

by mplogas

MCP server for programmable bench power supply control, enabling autonomous bootloader-entry probing via precise power cycling and telemetry.

mplogas/psu-mcp

ReelFarm MCP Server

by ahmadelsaeedd

Enables creating slideshows, managing automations, publishing to TikTok, and searching Pinterest via the ReelFarm API from any MCP-compatible AI client.

AhmadElsaeedd/reelfarm-mcp

mcp-feed-reader-crunchtools

by crunchtools

Secure MCP server for RSS/Atom feed reading with SQLite backend. Enables feed management, entry search, and OPML import/export.

crunchtools/mcp-feed-reader

vikey-mcp-server

by tosettil-polimi

MCP server that exposes the Vikey API for reservation management, property listing, and payment information retrieval.

tosettil-polimi/vikey-mcp-server

ArchLog MCP

by hongzhuan

A Windows-first STDIO MCP server for generating traceable release notes from C/C++ GitHub repositories using architecture analysis and AI.

hongzhuan/ArchLog-MCP

MSDS-Chain

by littleblakew

Chemical safety intelligence for AI-assisted experiment design. 18 MCP tools for compatibility checks, hazard analysis, PPE, storage, waste disposal, mixing order, exposure limits, transport classification, regulatory compliance (8 jurisdictions), and signed audit reports. Supports 4,200+ chemicals in 5 languages.

littleblakew/msds-chain-mcp

Cerebro MCP

by marcodavidd020

Enables AI assistants to maintain persistent understanding of code projects across chat sessions via a SQLite brain that caches structural maps, summaries, and decisions. Provides tools for querying project structure, searching code, and recording insights to reduce token usage and avoid re-analysis.

marcodavidd020/cerebro-code-memory

multimodal-reader-mcp

by marcius-llmus

MCP server for analyzing local audio and video files with Google Gen AI, returning structured summaries, timelines, transcripts, and observations.

marcius-llmus/gemini-multimodal-mcp

reach-mcp

by xyonium

A controllable multi-source search MCP server for AI agents. Enables searching multiple sources like Reddit, X, YouTube, and more, with control over sources, time window, and optional synthesis.

xyonium/reach-mcp

featurejet-mcp

by featurejet

Official MCP server for FeatureJet, enabling agents to read and act on customer feedback boards: list/search posts, file feature requests, and pull top-voted planned items.

featurejet/featurejet-mcp

unipile-linkedin-mcp

by bhaktatejas922

Enables AI assistants to interact with LinkedIn for search, messaging, connections, and Sales Navigator features via the Unipile API.

bhaktatejas922/unipile-linkedin-mcp

Instagram Control MCP Server

by official-arvind

A professional, full-fidelity MCP server enabling AI agents to fully control and manage an Instagram account exactly like a human user.

official-Arvind/instagram-mcp

traceable-research-mcp

by jush-website

Enables traceable scholarly literature reviews using free APIs, generating reports where every claim links to evidence IDs.

jush-website/traceable-research-mcp

SearchCAIE MCP Server

by pixel2075

Enables searching and retrieving CAIE past-paper questions with filters for subjects, years, and specific topics. It provides LLM-friendly responses including concise text previews and structured JSON data for single or multi-topic queries.

Pixel2075/searchcaie-mcp

Weather MCP Server

by cemremengu

Provides weather information tools based on the National Weather Service APIs through an SSE-based MCP server that can run as a standalone process or Docker container.

cemremengu/weather-mcp

woodpecker-mcp

by sspcodeflix

Exposes a materialized service dependency graph as an MCP toolset for persistent, queryable root-cause analysis via Cypher queries.

sspcodeflix/woodpecker-mcp

AI API MCP Server

by physics91

A FastMCP-based Model Context Protocol (MCP) server that provides unified access to multiple AI APIs including OpenAI GPT, Google Gemini, Anthropic Claude, and xAI Grok.

physics91/ai-api-mcp

3dsmax-mcp

by cl0nazepamm

Connect AI agents to Autodesk 3ds Max through the Model Context Protocol, enabling natural language control of scene creation, materials, modifiers, rendering, and plugin workflows.

cl0nazepamm/3dsmax-mcp

RunningHub MCP Server

by tolatolatop

A FastMCP-based server providing a comprehensive toolset for the RunningHub AI application platform. It enables users to configure nodes, upload media, submit AI tasks, and manage task execution and results through persistent storage.

tolatolatop/runninghub-mcp

Memory MCP

by nerdyaustin

Provides persistent cross-session memory and full-text search for AI coding assistants, storing project context, decisions, and preferences while enabling searchable access to conversation history via local SQLite.

nerdyaustin/memory_mcp

aws-safe-mcp

by harryhazza77

A read-only MCP server for safe, structured investigation of AWS serverless resources, providing curated tools for tracing dependencies, permissions, and failures without exposing raw SDK access.

harryhazza77/aws-safe-mcp

roxabi-sense

by roxabi

Local workstation attention journal that tracks focus, idle, and agent sessions, exposing timeline data via MCP for AI agents to query current or past activity.

Roxabi/roxabi-sense

InvGate Service Desk

by tracegazer

MCP server for InvGate Service Desk — manage incidents, users, knowledge base, assets and time tracking from any AI assistant.

tracegazer/invgate-service-desk-mcp

Calorie Tracker MCP

by yani3rt

A local, JSON-first calorie and protein tracker for agents and shell workflows, providing a CLI and MCP server for meal tracking, goal management, and summaries with SQLite storage.

Yani3rt/Calorie_tracker_mcp_cli

regionalgenai

by voyagerssjrtd-ai

Theja Changes

voyagerssjrtd-Ai/regionalgenai

agent-shared-memory

by cidlucas

Enables AI agents to share persistent memory via an MCP server using SQLite, supporting multi-tenant, categorized knowledge with TTL and semantic links, without requiring vector databases.

CidLucas/agent-shared-memory

Agent Escalation Harness

by wujinhanjohn

An MCP server that lets an AI coding agent pause on human-only tasks, request structured input via a form, and resume with the answer, all locally without cloud dependencies.

wujinhanjohn/agent-escalation-harness

cove-sensory-mcp

by moonlin1213

A local stdio MCP server that lets an Agent use configured multimodal providers to inspect images, video, audio, and music files, acting as a sensory layer for text-only LLMs.

moonlin1213/cove-sensory-mcp

WordPress MCP Server

by obot-platform

Enables comprehensive management of WordPress sites including posts, users, media, categories, tags, and site settings via the WordPress REST API.

obot-platform/wordpress-mcp-server

TrendRadar

by ssdsalesman

An aggregator for real-time hot topics and news from major social and financial platforms like Zhihu, Bilibili, and Wall Street News. It features an MCP server that allows AI models to fetch and analyze trending information for automated insights.

SsdSalesman/TrendRadar

mcp-hotspots-handler

by ashabykov

This MCP server provides a tool to analyze git repository hotspots, returning a sorted list of files with risk scores based on change frequency and author count.

ashabykov/mcp-hotspots-handler

weather-china-mcp

by killerfirst

Provides real-time weather and 3-day forecast for Chinese cities using the QWeather API, working with any MCP-compatible client.

killerfirst/weather-china-mcp

Radar de Riesgo de Devolución

by theblacknietzsche

MCP server for e-commerce return risk analysis, providing tools to calculate customer risk profiles, compare segments, and identify risk factors, with memory for contextual conversations.

theblacknietzsche/Agent-MCP

openshift-installer-checker

by hadar301

Analyzes git repositories to extract installation requirements and validates feasibility against OpenShift/Kubernetes clusters.

Hadar301/mcp-openshift-installer-checker

VIGÍA HACCP MCP Server

by elmaldelego

Enables users to generate complete HACCP analyses enriched with real FDA recall data, with tools for process step schema, recall search, and analysis export.

Elmaldelego/MCP

Rejestr.io MCP Server

by kolegaliterat

Provides access to Poland's largest business registry database, enabling company search, beneficiary checks, and financial document retrieval via natural language.

KolegaLiterat/rejestr-io-mcp

Mnemo - Persistent AI Memory

by n24q02m

Persistent AI memory with SQLite hybrid search (FTS5 + semantic), built-in Qwen3 embedding, and rclone sync across machines.

n24q02m/mnemo-mcp

DIP Parliamentary Analyser

by indrasena-reddy

Analyzes German Bundestag parliamentary group membership distribution via the DIP API and exposes analysis through MCP tools for natural language interaction.

Indrasena-reddy/DIP-mcp

Baktun-Studio/linebreak-gate

by baktun-studio

Enables coding agents to access approved user stories and acceptance criteria via MCP, with tools to list, retrieve, update, and check story requirements against the working tree.

Baktun-Studio/linebreak-gate