The MCP Trust Index.

Kontxt MCP Server

by reyneill

Codebase indexing MCP server

ReyNeill/Kontxt

Educational Tutor MCP Server

by moarshy

Transforms documentation repositories into interactive educational content and provides standardized access to AI-generated structured courses through MCP protocol. Generates multi-complexity learning paths from docs and enables AI tutoring applications to interact with course content.

moarshy/mcp-tutor

JSONPlaceholder MCP Server

by xhendor

Enables querying and managing the JSONPlaceholder API (posts, users, comments) through natural language via the Model Context Protocol.

Xhendor/EjemploMCP

elgato-keylight

by butterflyskies

MCP server for controlling Elgato Key Lights. Enables turning lights on/off, adjusting brightness and color temperature, applying presets, and triggering effects via Claude.

butterflyskies/elgato-control-home-automation

Redis Graph MCP Server

by yskale

Enables LLMs and AI agents to query a biomedical knowledge graph stored in RedisGraph, with tools for concept search, synonym enrichment, and study variable discovery through semantic relationships.

yskale/redis_mcp_server

bookmark-lens

by cornelcroi

Enables AI assistants to save, search, and manage bookmarks with semantic search, automatic metadata extraction, and optional LLM-powered enrichment, all running locally.

cornelcroi/bookmark-lens

cml-mcp

by xorrkaz

Enables AI assistants to interact with Cisco Modeling Labs (CML) using natural language, allowing creation, management, and automation of network labs.

xorrkaz/cml-mcp

RunPod

by runpod

Manage your RunPod cloud resources directly through an MCP-compatible client. Create, list, update, start, stop, and delete pods, serverless endpoints, templates, network volumes, and container registry authentications with ease. Streamline your RunPod operations using natural language commands via Claude or other MCP clients.

runpod/runpod-mcp-ts

hk-misc-mcp-server

by hkopenai

Provides access to Hong Kong government auction data for confiscated, used/surplus, and unclaimed items via a FastMCP interface.

hkopenai/hk-misc-mcp-server

Cursor Memory MCP

by zjmwqx

The Cursor Memory MCP Server provides a powerful tool to assist in coding with cursor, enpower cursor to operate with memory, make coding taste much more dilicious

zjmwqx/cursor-memory-mcp

icloud-calendar-mcp

by reinthal

Remote MCP server for managing iCloud calendar events via CalDAV, supporting CRUD operations, ICS import, and deployment on Prefect Horizon.

reinthal/icloud-calendar-mcp

local-web-search-service

by letuhao

Self-hosted web search and page fetch service using SearXNG metasearch and Scrapling browser rendering, exposing MCP tools for direct agent use.

letuhao/local-web-search-service

jina-reader-mcp

by handcraftedbits

Enables fetching web pages via Jina Reader API, returning Markdown or JSON, with options for parallel fetches.

handcraftedbits/jina-reader-mcp

Docker SWISH MCP Server

by angrysky56

Provides Prolog logic programming integration for Claude via a Docker SWISH container, with persistent notebooks and cognitive architecture support.

angrysky56/docker-swish-mcp

diffbot-mcp

by diffbot

A Diffbot MCP server that provides tools for extracting structured web content, searching the web with accuracy-focused ranking, and enhancing entity data from the Diffbot Knowledge Graph.

diffbot/diffbot-mcp

arXiv Discovery MCP

by loganrooks

MCP server for discovering, triaging, and monitoring arXiv papers with transparent interest modeling and inspectable ranking.

loganrooks/arxiv-sanity-mcp

Fantasy MCP

by mattarm

Multi-agent parlay optimization system using CrewAI to analyze games, evaluate props, and construct optimal parlay combinations.

mattarm/fantasy_mcp

aria-mcp-server

by pkotecha-eng

Clinical research MCP server providing real-time access to PubMed (35M+ papers) and ClinicalTrials.gov (400K+ trials). Built for trial coordinators and life sciences teams. No API key required.

pkotecha-eng/aria-mcp-server

Sentry MCP Server

by mjavadalavi

Enables comprehensive Sentry monitoring including performance analysis, issue tracking, and transaction tracing.

mjavadalavi/sentry-mcp

mcp-server-documentary-generation

by thomaskaragiannopoulos

Enables autonomous generation of long-form YouTube documentaries (15-25 minutes) with minimal human intervention, focusing on historical niches like Byzantine history.

ThomasKaragiannopoulos/mcp-server-documentary-generation

Vanna AI MCP Server

by amanbhattshorthillsai

An MCP server that uses Vanna AI and Azure OpenAI to translate natural language questions into SQL queries and execute them against a SQLite financial database, with detailed logging and cost tracking.

AmanBhattShorthillsAI/Vanna-MCP-Server

BC Water Tides MCP Server

by kykoay

Provides Canadian tide predictions from the IWLS API, enabling retrieval of 7-day tide forecasts and station listings for monitoring stations across Canada.

kykoay/BCTideMCPServerLocal

mcp_sdk_eyra_accelerator_v15

by vaishnavi-jagan

A standalone MCP server that exposes API endpoints as tools for AI assistants, using SSE transport.

Vaishnavi-jagan/mcp_sdk_eyra_accelerator_v15

undoom-sketch-mcp

by kk520879

MCP server for converting images into sketch styles (classic, detailed, soft) with batch processing and customizable parameters.

kk520879/undoom-sketch-mcp

ELM MCP

by brettscharm

Enables AI assistants to interact with IBM Engineering Lifecycle Management (ELM), including DOORS Next Generation, EWM, and ETM, for managing requirements, work items, tests, and project builds through natural language.

brettscharm/elm-mcp

Google Sheets MCP Server

by anhuaxiang

Enables AI assistants to interact with Google Sheets, performing operations like creating, reading, updating, and clearing spreadsheet data.

anhuaxiang/google-sheets-mcp

dso2d15-mcp

by dcmcshan

MCP server for controlling Hantek DSO2D15 and other DSO2000-family oscilloscopes via USB and SCPI, enabling waveform acquisition, measurements, and screen captures.

dcmcshan/dso2d15-mcp

TextQL MCP Server

by alexandme

Translates natural language to SQL/GraphQL queries and executes them, enabling AI agents to interact with databases through the Model Context Protocol.

alexandme/textql-mcp

Fed Speech MCP

by zsun4work

Retrieves, parses, and analyzes speeches and testimonies from Federal Reserve officers, enabling searches by speaker, topic, and keyword with automatic RSS feed discovery and intelligent relevance scoring.

zsun4work/fed-speech-mcp

odgs-mcp-server

by metricprovenance

Connects AI agents to the ODGS Sovereign Validation Engine for deterministic governance enforcement, producing cryptographically signed S-Certs for auditable compliance with regulations like EU AI Act.

MetricProvenance/odgs-mcp-server

ADK MCP Server

by nkaewam

An offline-first MCP server for querying Google ADK documentation using vector search, enabling AI models to access and understand ADK docs.

nkaewam/adk-mcp

Yahoo Fantasy Baseball MCP

by chrisarrington

Connects Claude to your Yahoo Fantasy Baseball team, enabling lineup management, roster analysis, and free agent scouting through natural conversation.

ChrisArrington/yahoo-fantasy-baseball-mcp

mcp-zuul

by imatza-rh

An MCP server for Zuul CI. Debug build failures by asking questions, not clicking through web UIs. Read-only access to any Zuul instance — builds, logs, pipelines, jobs, and live status. Works with Claude Code, Claude Desktop, Cursor, and any MCP-compatible client.

imatza-rh/mcp-zuul

splitwise-mcp

by tarunn2799

Enables natural language management of Splitwise expenses, groups, and friends via the Model Context Protocol, with dual authentication and fuzzy name resolution.

tarunn2799/splitwise-mcp

mahjong-calculator

by zaqdaisuki

Enables mahjong score calculation from Claude by inputting tile configurations, including dora indicators and game state parameters.

zaqdaisuki/mahjong_calculator

plainyogurt21/sec-edgar-mcp

by plainyogurt21

Provide AI assistants with real-time access to official SEC EDGAR filings and financial data. Enab…

plainyogurt21/sec-edgar-mcp

Nostr

by abdelstark

Integrates with Nostr to enable posting notes and interacting with relays, simplifying decentralized social network engagement and content publishing.

abdelstark/nostr-mcp

FitNotes MCP Server

by makkoncept

Enables analysis of FitNotes workout data through an LLM, providing insights on progress, muscle groups, and personalized recommendations.

makkoncept/fitnotes_mcp

time-tracker-ai-mcp

by csoai-org

Enables tracking work time with start/stop timers, logging entries, and generating reports.

CSOAI-ORG/time-tracker-ai-mcp

Memory Context MCP Server

by amoghsamadhiya779-afk

A Model Context Protocol (MCP) server that gives LLMs persistent, semantic memory using vector search with ChromaDB.

amoghsamadhiya779-afk/MCP-SERVER

Weather Bot MCP Server

by bangaru-vignesh

Enables users to query weather, perform web research, and manage a graph database through natural language.

bangaru-vignesh/Agentic-AI-assistant-with-RAG

synai-relay

by labrinyang

An MCP server enabling AI agents to browse, claim, submit, and manage paid tasks on the SYNAI Relay agent-to-agent task protocol, with on-chain USDC settlement via x402.

labrinyang/synai-sdk-python

atlassian-mcp

by amzu-dev

Enables Claude and Claude Code to interact with Atlassian Cloud (Confluence and Jira) through natural language, supporting full CRUD operations, search, comments, and attachments.

amzu-dev/atlassian-mcp

sifflet-mcp

by siffletdata

Enables data observability operations with the Sifflet platform. Supports exploring assets, monitors, incidents, generating monitor-as-code YAML from descriptions, and performing impact analysis.

siffletdata/sifflet-mcp

CC Web MCP

by jcdizzy

Provides web search and page fetching tools for third-party models (e.g., DeepSeek, Qwen, Kimi) in Claude Code, with configurable search backends, Markdown output, and safety boundaries.

JcDizzy/CC-Web-MCP

Cognitive Canvas

by osmondjiang

Transforms AI assistants into research-grade cognitive workspaces with systematic reasoning, evidence-based analysis, persistent memory management, and intelligent knowledge discovery.

OsmondJiang/Cognitive-Canvas-MCP

Nmap MCP Server

by flagify-com

Enables network security scanning using Nmap through MCP protocol. Supports quick port scans, full port scans with service detection, and custom Nmap commands with async task management.

flagify-com/nmap-mcp-http

mcp-arabic-toolkit

by benjiscollector

MCP server exposing Arabic text utilities: normalisation, tashkeel stripping, transliteration, heuristic dialect detection, and token counting.

BenjisCollector/mcp-arabic-toolkit

IT Onboarding Automator MCP Server

by aman3786

Enables AI assistants to inspect employee access, list failed onboarding events, and retry provisioning operations.

Aman3786/IT-Onboarding-Automator

Gurobi MCP

by kkonuru

Enables AI applications to solve optimization problems including linear programming, mixed-integer programming, and quadratic programming using the Gurobi solver installed on the local device.

KKonuru/GurobiMCP