The MCP Trust Index.

mcp-vcd

by key2

Enables AI assistants to analyze hardware simulation VCD waveforms and GTKWave save files, providing access to signal values, bus definitions, and groupings without loading entire files.

key2/mcp-vcd

NLP Database MCP Server

by lisito11

Connect your LLMs to SQL databases safely and intuitively using the Model Context Protocol (MCP). NLP Database acts as a secure, read-only bridge that allows AI agents to explore schemas and query data using natural language.

Lisito11/nlp-database-mcp

Claude Thread Continuity

by peless

Automatically saves and restores project state when Claude threads hit token limits, ensuring seamless conversation continuity and preventing project fragmentation with intelligent name validation.

peless/claude-thread-continuity

agent-postit

by gerelef

A local MCP server that provides AI agents with persistent sticky-note memory, storing Markdown notes on disk and offering tools for creating, reading, updating, deleting, searching, and listing notes across sessions.

gerelef/agent-postit

TradeMCP

by aaditya2502

An MCP server that exposes trading analytics — technical indicators, portfolio state, risk metrics, and backtest results — as tools an LLM agent can call.

Aaditya2502/trade-mcp

UI Analyzer

by 0x-professor

Analyzes website UI using Playwright browser automation to detect layout issues, identify broken elements, and generate precise CSS/HTML fixes with framework-specific solutions for React, Vue, Angular, and popular UI libraries.

0x-professor/uianalyzermcp

Respona Dashboard MCP Server

by raihan0824

An MCP server that provides tools to interact with the Respona Dashboard backend API. It allows users to query ticket data, analytics, and AI flags through natural language interactions.

raihan0824/mcp-respona-dashboard

scrapegraph-mcp

by kamath

kamath/scrapegraph-mcp

NGOPilotMCP

by wilsonnijc-bot

Local MCP server exposing four stateful NGO workflow tools for paper form conversion, meeting notes, government form filling, and roster scheduling.

Wilsonnijc-bot/NGOPilot

mercury-mcp

by norika1207-lab

Cross-architecture LLM internal observation database (23 models, 13 architecture families). Exposed as MCP tools for any AI coding agent.

norika1207-lab/mercury-mcp

Tigo Energy MCP Server

by matt-dreyer

A Model Context Protocol (MCP) server that provides comprehensive access to Tigo Energy solar system data and analytics. It enables AI assistants to interact with your Tigo solar monitoring system to retrieve production data, performance metrics, system health information, and maintenance insights.

matt-dreyer/Tigo_MCP_server

pydoll-mcp

by jinsongroh

Enables browser automation with zero-webdriver, supporting tab management, element finding, navigation, and intelligent search via MCP, with captcha bypass and Windows compatibility.

JinsongRoh/pydoll-mcp

ADF Cost Intelligence MCP

by harinarayn

Enables AI assistants to analyze Azure Data Factory costs, detect waste, and provide optimization recommendations by querying pipeline run metadata and Azure pricing.

harinarayn/adf-cost-intelligence-mcp

AWS FIS MCP Server

by radiumgu

Enables interaction with AWS Fault Injection Service to create, manage, and execute chaos engineering experiments. Operates in read-only mode by default for security, with optional write operations for starting/stopping experiments and managing templates.

RadiumGu/aws-fis-mcp-server

ChemMCP

by osu-nlp-group

ChemMCP is an easy-to-use and extensible chemistry toolkit for LLMs and AI assistants, enabling molecular analysis, property prediction, and reaction synthesis tasks without domain-specific training.

OSU-NLP-Group/ChemMCP

SSMCP

by antonsokolskyy

Provides web search with content extraction, YouTube subtitles, and optional LLM summarization for AI assistants.

antonsokolskyy/SSMCP

MikroTik Cursor MCP

by kevinpez

Enables natural language management of MikroTik routers through Cursor IDE by translating requests into RouterOS commands via API or SSH.

kevinpez/mikrotik-cursor-mcp

ChunkTuner

by shantanu-deshmukh

Tools to benchmark chunking strategies for your RAG corpus.

shantanu-deshmukh/chunktuner

MLNops

by milindu-weerawarna

MLNops is a local-first MCP server for authorized infrastructure reconnaissance and security posture analysis. It provides DNS, WHOIS, SSL/TLS, subdomain, ASN, cloud exposure, and full-recon tools for MCP clients.

Milindu-Weerawarna/MLNops

grocery-deals-mcp

by tx-smitht

An MCP server that tells an AI assistant what's on sale at grocery stores near any US ZIP code by reading weekly circulars and providing fast, queryable deal data.

tx-smitht/grocery-deals-mcp

rss-mcp

by bartosz-kuc

Local MCP server for reading and searching RSS and Atom feeds, enabling AI assistants to fetch feed contents, search entries by keyword, and view feed metadata without any cloud intermediary.

bartosz-kuc/rss-mcp

Pinecone Assistant MCP

by john-walkoe

A generic MCP server for conversational AI document research using the Pinecone Assistant API, providing customizable RAG knowledge base access without embedding complexities.

john-walkoe/pinecone_assistant_mcp

flow-mcp

by alarconcesar

MCP server for generating images via Google Flow's API without daily quota limits, supporting text-to-image and image-to-image generation.

alarconcesar/flow-mcp

Image Builder MCP

by schuellerf

An MCP server to connect image-builder to an AI/LLM

schuellerf/image-builder-mcp

laserfiche-mcp

by samuelshernandez

Enables AI assistants to search, read, and manage documents in a Laserfiche repository via the MCP protocol, with optional write operations and safety controls.

SamuelSHernandez/laserfiche-mcp

minimax-mcp

by klng79

Provides web search, image understanding, text-to-speech, and image generation tools via the MiniMax API.

Klng79/minimax-mcp

third-eye-mcp

by osseni94

Osseni94/third-eye-mcp

semantic-code-mcp

by huawang1258

A self-hosted semantic code retrieval MCP server that enables natural language queries to find relevant code snippets using Tree-sitter AST parsing, embedding, and hybrid search with reranking.

huawang1258/semantic-code-mcp

predictioncouncil-mcp

by daveb1392

Enables searching and running an AI council (Grok, Claude, GPT, Gemini) on Polymarket events to produce structured verdicts from any MCP client.

daveb1392/predictioncouncil-mcp

Career Agent Workbench MCP Server

by mperkhou

Enables natural-language access to workspace-independent public job search, matching, and seeding tools, along with lazy job matching, while keeping private data and application state in a separate operator-owned workspace.

mperkhou/career-agent-workbench

edgar-sec-mcp

by flothjl

An MCP Server to get data from EDGAR

flothjl/edgar-sec-mcp

ArXiv MCP Server

by joohyukjung

Enables AI assistants to search and access arXiv papers through MCP. Supports paper filtering, downloading, and local storage for efficient access.

joohyukjung/goover-arxiv-mcp

Clash of Clans MCP Server

by justinritchie

Enables AI-assisted clan analysis for Clash of Clans by reading official API data and applying customizable rubrics for war grading, promotion screening, and carry-forward decisions.

justinritchie/clash-of-clans-mcp

codebase-mcp

by danyqe

Open-source AI development assistant via Model Context Protocol (MCP). Turn Claude or any LLM into your personal coding assistant. Privacy-first with local semantic search, AI-assisted editing, persistent memory, and quality-checked code generation. Built for Python & React. Free alternative to paid AI coding tools.

danyQe/codebase-mcp

AgentHiring AI Recruiting Server

by mohd-ibadullah

Exposes core recruiting tools such as candidate ranking, profile retrieval, honeypot audits, and job description parsing via stdio protocol.

mohd-ibadullah/AgentHiring

mcp-service-public-bj

by hpfpv

An MCP server that enables AI assistants to search and retrieve Beninese government services, procedures, and requirements from service-public.bj with real-time data and smart provider routing.

hpfpv/mcp-service-public-bj

ARES MCP Server

by vzeman

Provides access to the Czech ARES business registry API, enabling search and retrieval of official information about Czech companies, validation of IČO numbers, and filtering by various criteria like legal form, industry codes, and location.

vzeman/ares-mcp-server

NDI-MCP-Server

by creintel

Built an MCP server that connects Claude Desktop, Cursor, or any MCP client to Northeast Deal Intel's CRE database. 8 tools: • search_deals — filter 14K+ active listings by state, type, score, cap rate • search_comps — 100K+ closed transactions for comp benchmarking • score_deal — submit any property for AI scoring against real comp data • find_1031_candidates — exchange-ready deal filter (price

CREIntel/ndi-mcp-server

ableton-mcp

by jpoindexter

Control Ableton Live with AI - 200+ tools via MCP, REST API, and Max for Live. Works with Claude, Ollama, OpenAI, Groq.

jpoindexter/ableton-mcp

Poke Google Docs MCP

by niharxavier

A remote MCP server that lets your Poke agent create and edit Google Docs.

niharxavier/poke-google-docs-mcp

npi-verify

by gm4prezi

MCP server for looking up and searching US healthcare providers in the CMS NPPES NPI Registry.

gm4prezi/npi-verify

Paprika MCP Server

by briantkatch

Enables AI assistants to search, read, and update recipes in Paprika Recipe Manager, allowing natural language interaction with your recipe collection including ingredients, directions, and metadata.

briantkatch/paprika-mcp

cyberrescue

by vivekpatil200320

A locally-hosted MCP (Model Context Protocol) server that gives Claude real tools to debug Docker containers — fetch logs, inspect memory/CPU, and run diagnostic commands inside a container, all from a chat with Claude Desktop.

Vivekpatil200320/cyberrescue

Hybrid RAG Project MCP Server

by gwyer

Enables Claude to perform hybrid search across local documents by combining semantic vector retrieval and BM25 keyword matching for optimal context recovery. It supports multiple file formats including PDF, CSV, and Markdown, leveraging local Ollama models for private and efficient document querying.

gwyer/hybrid-rag-project

librarian

by mlziade

An MCP server that enables LLMs to search, summarize, and retrieve detailed information from Wikipedia across multiple languages. It supports automated fact-checking by allowing models to proactively verify factual claims using Wikipedia's database.

mlziade/librarian

honest-gmail-mcp

by bartosz-kuc

A local MCP server that provides Gmail tools (search, read, send, draft, label management) while keeping your emails only between your machine and Google, with no third-party access.

bartosz-kuc/honest-gmail-mcp

cory-mem

by darland6

Provides persistent memory for AI assistants, enabling context retention across sessions through hybrid search and memory management tools.

darland6/cory-mem