The MCP Trust Index.

mcp-nasa

by varun257

MCP server that fetches NASA's Astronomy Picture of the Day (APOD) for a given date, returning title, explanation, and image URLs.

varun257/mcp-nasa

MCP Prompt Playground

by mrhacker6

MCP server for Prompt Checking

Mrhacker6/MCP

SkillOps MCP

by ultr0nx

An AI-powered MCP server for EdTech teams that automates support triage, re-engagement outreach, feedback analysis, progress reporting, and course design using Gemini.

Ultr0nX/skillops-mcp-server

nvd-mcp

by derrickjudge

An MCP server that brings NIST National Vulnerability Database (NVD) intelligence directly into Claude, enabling CVE lookup, product search, and prioritized risk assessment via natural language.

derrickjudge/nvd-mcp

Konquest Meta Ads

by brandu-mos

Supervised Meta advertising campaign management with safety tiers, bulk analytics, and creative workflows for Facebook and Instagram ads.

brandu-mos/konquest-meta-ads-mcp

nicktools

by marvinmishka-rgb

A knowledge graph MCP server for research with source provenance, featuring 55 operations across 5 meta-tools and a four-tier web capture pipeline.

marvinmishka-rgb/nicktools-mcp

Ollama MCP Proxy

by apn-ra

A comprehensive MCP proxy server that bridges MCP clients with Ollama local language models, providing advanced features like RAG integration, context management, caching, and production-ready security.

apn-ra/ollama-mcp-proxy

test-12-mcp

by traia-io

Provides AI agents and LLMs access to the test 12 API (Petstore Swagger) through standardized MCP tools for seamless integration and interaction.

Traia-IO/test-12-mcp-server

GPT-SoVITS MCP Server

by ganpare

Enables text-to-speech synthesis and voice cloning through GPT-SoVITS API integration. Supports multiple languages (Chinese, English, Japanese, Korean, Cantonese), dynamic model switching, and reference audio-based voice quality replication.

ganpare/gpt-sovits-mcp-server

MCP Server Kickstarter

by praveen-radakirouchenane

A CLI tool to scaffold and manage new MCP-compatible server projects with uv, including virtual environment setup, dependency management, and VS Code integration.

praveen-radakirouchenane/mcp-server-kickstarter

Argorant

by argorant

Argorant MCP Server — give your AI agent direct access to 614M verified B2B contacts. Query by industry, role, geography, and 100+ filters, then export emails verified by a live SMTP probe at request time (catch-alls flagged, invalids free). OAuth-secured. Works with Claude, ChatGPT, Cursor, and any MCP client. Endpoint: https://mcp.argorant.com/mcp

argorant/argorant-mcp

postgres-mcp-server

by zhuanzhu-li

Enables AI assistants to securely query and modify PostgreSQL databases, supporting SQL queries, table management, and schema inspection.

zhuanzhu-li/ai-mcp

OpenOSINT

by openosint

AI-powered OSINT agent with interactive REPL, MCP server, and CLI. 16 tools. Works with Claude, GPT-4, or local models. For authorized security research only.

OpenOSINT/OpenOSINT

Product Data Tools MCP Server

by abakhar721

A basic MCP server setup guide demonstrating how to configure and run Python-based MCP servers with integration examples for Bright Data web scraping and Apify Actors for product data collection.

ABAKHAR721/data_mcp-server

simple-mcp-server

by tluolamo

A simple MCP server demo providing 5 basic tools for time, calculations, string operations, UUID generation, and tool listing, built with functional programming principles.

tluolamo/simple-mcp-server

1C MCP Sales Analyst

by av75057

Enables natural language queries about warehouse stock and sales data from 1C accounting system using DeepSeek AI and MCP tools.

Av75057/1c-mcp-sales-analyst

Multi Cluster Kubernetes MCP Server

by razvanmacovei

Enables managing multiple Kubernetes clusters simultaneously with over 60 tools for cluster operations, resource management, monitoring, RBAC, storage, networking, and more through AI assistants.

razvanmacovei/k8s-multicluster-mcp

Prisma Cloud Docs

by clarkemn

Provides search access to Prisma Cloud documentation by crawling and indexing pages from both main docs and API documentation, implementing caching with TTL expiration and relevance scoring to return structured results with snippets and URLs for quick documentation access.

clarkemn/prisma-cloud-docs-mcp-server

AWS Sage

by arunsanna

A unified MCP server for AWS that enables natural language infrastructure management, cross-service resource discovery, and dependency mapping. It features 30 intelligent tools for cost optimization, incident investigation, and multi-account operations protected by a robust safety system.

arunsanna/aws-sage-mcp

Imessage-MCP

by joshkaplan-dev

Read-only access to imessage

joshkaplan-dev/imessage-mcp

OpenRAG MCP Server

by janik96v

An open-source MCP server for RAG over personal documents. Supports three parallel strategies — Traditional, Contextual, and Graph RAG — with all data stored locally for privacy.

janik96v/OpenRAG

scc-mcp

by nicholassynovic

Exposes boyter/scc code counting and complexity analysis to LLM agents via read-only tools like counting lines, finding top files, and cost estimation.

NicholasSynovic/scc-mcp

Lutron Caseta MCP Server

by yarninisrael

Enables Claude Desktop to control Lutron Caseta smart lighting systems locally, including turning lights on/off, setting dimmer levels, and activating scenes.

yarninisrael/lutron-caseta-mcp

fabric-model-reader-mcp

by data-goblin

MCP server for reading and analyzing Fabric semantic models. Supports getting model definitions and executing DAX queries against Power BI datasets.

data-goblin/fabric-model-reader-mcp

STS2 Modding MCP

by elliotttate

Provides 151 tools for reverse-engineering, code generation, building, deploying, live scene inspection, and automated playtesting for Slay the Spire 2 modding.

elliotttate/sts2-modding-mcp

MCP Academic Structure Server

by m0hc3n

Enables AI assistants to navigate, search, and analyze academic materials organized in cycles, semesters, and modules via Google Drive.

M0hc3n/ENSIA-MCP-Server

ComfyUI-Agent-Bridge

by ethanfel

Enables an external coding agent to exchange text and images with ComfyUI workflows and trigger runs via MCP tools.

ethanfel/ComfyUI-Agent-Bridge

Ambient Code Platform MCP Server

by ambient-code

Delegates expensive or long-running AI tasks to Kubernetes-hosted Claude agents running on OpenShift. Enables creating, managing, and monitoring remote agentic sessions for complex work like codebase analysis and security audits.

ambient-code/mcp

MCP Kandinsky

by trashchenkov

Generates images from text prompts using the Kandinsky neural network API, with support for styles, negative prompts, and configurable image dimensions.

trashchenkov/mcp_kandinsky

blacklotusdev8/test_m

by blacklotusdev8

Greet anyone by name with a friendly hello. Scrape webpages to extract content for quick reference…

blacklotusdev8/test_m

Stock Research Data Foundation MCP Server

by godermai

Provides 11 tools for stock research, including search, market history, financial statements, announcements, and data quality checks, with a local-first architecture using DuckDB and Parquet.

godermai/stock-research-foundation

research-prompt

by kohei-suzuki22

MCP server that provides a prompt template to generate family stories based on a given topic.

Kohei-Suzuki22/mcp_prompts_and_resources

rss-digest-bot

by padmapriyavj

Fetches RSS feeds from tech blogs and news sites and returns AI-generated summaries via Claude.

padmapriyavj/RSS-DIGEST-BOT

xlwings Excel MCP Server

by fastmcp-me

Enables Excel automation via natural language, providing session-based workbook management, data manipulation, formulas, charts, and formatting through the Model Context Protocol.

fastmcp-me/xlwings-mcp-server

finance-data-mcp

by angeliaz

Unified financial data access for US, A-share, HK stocks, and FX rates with automatic fallback across multiple data sources.

angeliaz/finance-data-mcp

Hippocampus Memory MCP Server

by jameslovespancakes

Provides persistent, semantic memory storage for LLMs across sessions using vector embeddings and FAISS search. Features bio-inspired memory consolidation, intelligent forgetting, and semantic retrieval without API costs.

jameslovespancakes/Memory-MCP

SimBrief MCP Server

by emanuele94

SimBrief MCP Server brings flight planning data directly into your AI workspace. Access your SimBrief flight plans (OFP), retrieve real-time METAR weather reports for any airport, and fetch pilot information - all through natural conversation. Built for virtual pilots who want to streamline their pre-flight briefing workflow in Microsoft Flight Simulator, X-Plane, and other flight simulation platf

Emanuele94/SimBrief-MCPServer

MCP SQL Server

by gk-leyton

Provides read-only access to SQL Server databases via Claude Desktop, with multiple security layers preventing any writes.

GK-Leyton/MCP_SQLSERVER

ArxivAutoJob

by samyuan1990

This repo just collect arxiv paper with [arxiv_mcp_project](

SamYuan1990/ArxivAutoJob

PostalDataPI MCP Server

by postaldatapi

Global postal code lookups, validation, and city search for 240+ countries with timezone, admin region, and elevation metadata. Sub-10ms responses at $0.000028/query with 1,000 free queries on signup.

PostalDataPI/postaldatapi-mcp

Agent Prompt Injection Firewall MCP

by csoai-org

WAF for AI agents — block prompt injection before it reaches the LLM.

CSOAI-ORG/agent-prompt-injection-firewall-mcp

Paper Pilot

by aytzey

Your AI's research copilot. Searches 6 academic databases, downloads real PDFs, reads them cover to cover, extracts evidence, renders figures, syncs to Zotero.

aytzey/paper-pilot

Pokemon Go MCP Server

by ghosttypes

A comprehensive MCP server providing real-time Pokemon Go data including events, raids, research tasks, egg hatches, and Team Rocket lineups.

GhostTypes/pokemon-go-mcp

sendook-mcp

by streamlinedstartup

MCP server for Sendook - an AI email communication platform. Enables AI agents to send and receive emails, manage inboxes, threads, and webhooks programmatically.

StreamlinedStartup/sendook-mcp

GenePattern MCP Server

by genepattern

Bridge any AI coding assistant directly to GenePattern — run bioinformatics modules, manage cloud jobs, and stream results, all through natural language.

genepattern/genepattern-mcp

Murder Mystery MCP Server

by digitalboopltd

A procedurally-generated murder mystery game engine that enables AI agents to generate mysteries, interrogate AI suspects with memory and emotions, search for clues, and solve crimes through MCP tools. Features RAG-powered investigation tools for searching conversations, detecting contradictions, and cross-referencing testimony.

DigitalBoopLtd/murder-mystery-mcp

SendGrid MCP Server

by finch285

Enables AI models to send emails, manage contacts, and interact with SendGrid's email platform via MCP.

FINCH285/SendGrid-MCP-Server

TimeLiner MCP Server

by hareidus

An MCP server for controlling the TimeLiner project management system, enabling AI clients to manage projects, tasks, members, and more via natural language.

Hareidus/TimerLiner-MCP

moo2-mcp

by rapaul

Enables AI to observe and control the DOS game Master of Orion 2 by reading emulator memory and simulating mouse/keyboard input.

rapaul/moo2-mcp

YouTube Summary MCP Server

by deity719

A powerful MCP server for summarizing YouTube videos with transcript fetching, intelligent summarization, key point extraction, and metadata retrieval.

dEitY719/mcp-youtube-summary