The MCP Trust Index.

Thenvoi MCP Server

Provides seamless integration with the Thenvoi AI platform, enabling AI agents and users to manage agent identities, create and participate in chat rooms, send messages with mentions, post execution events, and manage conversation lifecycles.

thenvoi/thenvoi-mcp

Aiqbee Brain

AI knowledge graph for architecture, portfolio, and digital strategy management.

AIQBee/aiqbee-ai

Power Assist MCP Server

Provides a comprehensive suite of utility tools for string manipulation, mathematical calculations, and array processing via the Power Assist API. It enables complex data transformations and validations including regex operations, statistical analysis, and collection management.

BACH-AI-Tools/bachai-power-assist

mcp-ip2whois

A Model Context Protocol (MCP) server that provides comprehensive WHOIS lookup capabilities using the IP2WHOIS API. This server allows AI agents to query domain registration details, including expiry dates, registrar information, and registrant data.

ip2whois/mcp-ip2whois

Constellation Composition MCP Server

Translates astronomical constellation patterns and mythological metadata into deterministic compositional parameters for AI image generation. It allows users to search constellations by theme and map star patterns to precise canvas focal points across various scales.

dmarsters/constellation-composition-mcp

PDF Tools MCP Server

A comprehensive tool server for reading, merging, and extracting content from PDF files via local paths or direct URLs. It enables metadata retrieval, regex searching, and page-specific text extraction with built-in caching and workspace-restricted security.

lockon-n/pdf-tools-mcp

GitHub MCP Server

A Python-based Model Context Protocol server that provides 87 tools for comprehensive interaction with the GitHub API. It enables AI agents to manage repositories, issues, pull requests, workflows, and projects through automated commands.

software-engineer-mj/github-mcp

linkrescue-mcp

MCP server for broken link detection, monitoring, and AI-powered fix suggestions. Scans URLs or sitemaps, estimates SEO and revenue impact, and returns actionable remediation steps. Built with FastMCP 3.x.

carsonroell-debug/linkrescue-mcp

Google Ads API v20 MCP Server

Provides comprehensive access to Google Ads API v20, enabling AI assistants to manage campaigns, accounts, assets, and reporting through natural language. It features automatic retry logic, GAQL query support, and advanced functionality for Performance Max and Demand Gen campaigns.

DigitalRocket-biz/google-ads-mcp-v20

contextstream/mcp-server

ContextStream MCP server - v0.4.x with consolidated domain tools (~11 tools, ~75% token reduction). Code context, memory, search, and AI tools.

contextstream/mcp-server

aipaygen-mcp

250+ AI-powered MCP tools: research, write, code, translate, scrape, sentiment, vision, RAG, agent memory, marketplace, trading signals, and more. 15 models across 7 providers. Pay-per-use via API key or x402 USDC micropayments.

Damien829/aipaygen

Humanizer APIs MCP Server

Enables access to Humanizer APIs for text humanization with multiple models including basic, easy-use, and multi-language support. Requires API key authentication.

BACH-AI-Tools/bachai-humanizer-apis

NRTSearch MCP Server

Enables AI assistants to search and query Lucene/NRTSearch indexes using natural language, supporting full Lucene query syntax including Boolean, phrase, range, wildcard, and fuzzy searches with highlighting and custom field retrieval.

tvergilio/nrtsearch-mcp-server

MCP SearXNG Enhanced Server

Enhanced MCP server for SearXNG: category-aware web-search, web-scraping, and date/time retrieval.

OvertliDS/mcp-searxng-enhanced

🔍 🤖 🌐 Ollama Chat with MCP

This app demonstrates use of MCP server and client in a local model chat via Ollama that incorporates web search via Serper.

redbuilding/ollama-chat-with-mcp

SkillMesh

SkillMesh is a retrieval router for MCP/LLM tool catalogs. It selects top-K relevant expert cards instead of loading every tool, reducing prompt size, by improving tool selection, and lowering token cost. Supports Claude MCP, Codex skills, and OpenAI-style function schemas.

varunreddy/SkillMesh

AgentAnycast

Discover and communicate with AI agents over encrypted P2P networks. Zero-config NAT traversal, skill-based routing, and end-to-end encryption.

AgentAnycast/agentanycast-node

Dev.to MCP Server

MCP Server of DevTo

Arindam200/devto-mcp

Web Tools

Provides local LLMs with web search, page screenshots, and readable text extraction through a local MCP server running on localhost.

bigstationw/local-mcp-server

GetKin Agent Infrastructure

Provides agent infrastructure tools including LLM model routing, availability monitoring, and memory compression.

chipbaskets/getkin-mcp

Vector Memory MCP

A secure vector-based memory server that provides persistent semantic memory for AI assistants using sqlite-vec and sentence-transformers. It enables semantic search and organization of coding experiences, solutions, and knowledge with features like auto-cleanup and deduplication.

Xsaven/vector-memory-mcp

KPI-Lens

Supply chain intelligence platform with anomaly detection and LLM root-cause analysis.

aliivaezii/kpi-lens

Saiten MCP Server

Automates the evaluation of GitHub hackathon submissions by providing tools to collect issue data, apply scoring rubrics, and generate ranking reports. It enables a multi-agent system to manage scoring consistency, statistical outlier detection, and feedback generation through the GitHub CLI.

aktsmm/FY26_techconnect_saiten

clawd-mcp

Bridges Cursor and Claude Desktop with the OpenClaw and Moltbook ecosystems to manage personal AI agents and communication gateways across platforms like WhatsApp and Discord. It provides MCP tools to invoke agents, manage sessions, and handle social agent interactions within a secure, virtualized environment.

sandraschi/openclaw-molt-mcp

ILBudget-mcp

MCP Server for Israel budget

david-aftergut/ILBudget-mcp

Databricks MCP Server

Enables AI assistants to interact with Databricks workspaces by hosting secure MCP prompts and tools on Databricks Apps. It allows users to execute Python-based tools using the Databricks SDK and manage prompts through simple markdown files.

elliottatran/mcp_db

Open CLAW Knowledge Distiller

Converts YouTube and Bilibili videos into structured knowledge articles using local transcription or subtitle extraction combined with AI-powered summarization. It supports multiple summary styles and provides tools to process URLs, track job status, and retrieve results directly within MCP-compatible agents.

destinyfrancis/openclaw-knowledge-distiller

Volatility 3 Memory Forensics

Integrates the Volatility 3 memory forensics framework with Claude and other MCP-compatible LLMs.

bornpresident/volatility-mcp-server

Piazza MCP Server

Enables AI agents to browse, search, and read content from Piazza course forums. It provides tools to list enrolled classes, search posts by keywords or folders, and retrieve full discussion threads including answers and follow-ups.

smchase/piazza-mcp

Bugzilla

Model Context Protocol server for Bugzilla. Enables AI apps to interact with Bugzilla bug tracking systems.\r\n\r\n

SanthoshSiddegowda/bugzilla-mcp

Telephony MCP Server

Enables LLM applications to make voice calls and send SMS messages through the Vonage API, allowing AI assistants to perform real-world telephony operations with support for speech recognition and customizable voice parameters.

khan2a/telephony-mcp-server

Access and SQLite MCP Server

Enables AI interaction with Microsoft Access and SQLite databases to perform SQL queries, updates, and data management. It supports importing and exporting data via CSV and Excel files and includes tools for managing human-readable notes about database files.

scanzy/mcp-server-access-mdb

OPS

OPS is a MCP server that allows you to build, deploy and orchestrate unikernels on any cloud from AWS to GCP or Azure. Unikernels are single application virtual machines with no users, no shells and no ability to run other programs.

nanovms/ops-mcp

Jira MCP

A Go-based MCP (Model Control Protocol) connector for Jira that enables AI assistants like Claude to interact with Atlassian Jira. This tool provides a seamless interface for AI models to perform common Jira operations including issue management, sprint planning, and workflow transitions.

nguyenvanduocit/jira-mcp

DPSCoach

An AI-powered combat log analyzer for Throne & Liberty that provides actionable DPS metrics using a local DuckDB event store and MCP tools. It enables users to ask natural-language questions about their performance and receive insights through automated SQL analysis.

stalcup-dev/tl-dps-mcp

mysql-mcp-server

A server application designed on top of MCP to interact with Cursor and MySQL.

Mineru98/mysql-mcp-server

AWS Application Signals MCP Server

Enables AI assistants to monitor and troubleshoot AWS Application Signals services by tracking service health, analyzing SLO compliance, querying CloudWatch metrics, and investigating issues using distributed tracing with AWS X-Ray.

mxiamxia/appsignals-mcp

U2

Connect to Rocket Universe/UniData MultiValue databases

bpamiri/u2-mcp

MATLAB MCP Tool

Enables interactive MATLAB development by allowing users to execute scripts and specific code sections, manage workspace variables, and capture generated plots. It integrates with the MATLAB Python Engine to provide persistent execution context for MCP-compatible clients.

neuromechanist/matlab-mcp-tools

slack-mcp

Enables comprehensive interaction with Slack workspaces, allowing users to manage channels, send messages, and search history. It supports managing reminders, pins, reactions, and user information through the Model Context Protocol.

annyzhou/slack-mcp

FEA-MCP Server

FEA AI MCP Server (for LUSAS, ETABS etc)

GreatApo/FEA-MCP

freee MCP Server

Enables Claude to interact with freee accounting software through OAuth 2.0 authentication, supporting operations like transaction creation, account management, receipt uploads, and financial statement retrieval.

Unson-LLC/freee-mcp

scraperapi-mcp-server

A local MCP server that lets AI agents bypass bot detection, geo-restrictions, and JavaScript rendering challenges when scraping the web, backed by ScraperAPI's services

scraperapi/scraperapi-mcp

ReserveOracle

Reserve Asset Intelligence MCP — live gold/silver prices as ES256K-signed evidence payloads, 80+ RWA token profiles (PAXG, XAUT, BlackRock BUIDL) with issuer LEI, custody, MiCA Art.36 context, and real cryptographic signatures.

ToolOracle/reserveoracle

ExcelForge

A Windows-based MCP server that enables AI assistants to manage Excel files through the desktop application, supporting workbook operations, data manipulation, and formula validation. It features robust safety tools including snapshot-based rollbacks, path restrictions, and comprehensive audit logging.

derek2000139/Excel_VBA_MCP

agentic-platform

Score your agent's governance (0-100), lint MCP tool definitions, and estimate costs across all major models. Free diagnostic tools with no API key needed. Expert skill files on governance, economics, and system architecture available with free tier.

andysalvo/agentic-platform

MCP Server for cryptographic hashing

A Model Context Protocol (MCP) server for calculating MD5 and SHA-256 hashes, complete with tools and guides for understanding and building MCP servers. Works with Claude Desktop & VSCode.

kanad13/MCP-Server-for-Hashing

zotero-word-mcp

A Windows-based MCP server that enables the insertion of native Zotero citations and bibliographies into Microsoft Word desktop documents. It ensures references remain fully compatible with the official Zotero plugin for dynamic refreshing and ongoing manual maintenance.

Zhangchaokai1/zotero-word-mcp

Agentic Retail MCP System

A full-stack AI application implementing a Model Context Protocol server for retail operations. It enables users to query inventory, analyze pricing elasticity, and get demand forecasts through a conversational interface connected to Firebase Firestore.

sumitdeyonline/MCPServerCleintHost

Doubao MCP Agent

A local skill assistant based on the Model Context Protocol that integrates with the Volcengine Doubao API to provide tools like calculators and weather queries. It features a Web interface and a modular architecture that allows developers to easily register and deploy custom local AI skills.

taffy123d/LocalSkill-MCP-Agent