The MCP Trust Index.

ezyVet MCP Server

by nobanks

Enables AI agents to manage veterinary practice data through ezyVet API, including animals, contacts, appointments, consults, invoices, and products.

NoBanks/ezyvet-mcp

goop-shield

by kobepaw

MCP server that provides runtime defense for AI agents, protecting against prompt injection, data exfiltration, and other adversarial attacks through a ranked pipeline of up to 36 inline defenses and 3 output scanners.

kobepaw/goop-shield-community

mcp-sqlite

by nhevers

MCP server that provides SQLite database operations. Allows AI assistants to query, modify and manage SQLite databases through the Model Context Protocol.

nhevers/mcp-sqlite

flin-linkedin-ads-mcp

by flin-agency

A read-only MCP server for LinkedIn Ads that enables users to query ad accounts, campaigns, creatives, insights, and company intelligence via natural language.

flin-agency/flin-linkedin-ads-mcp

mcp-trafilatura-server

by achieveai

This MCP server enables clean web content extraction from URLs or HTML using Trafilatura, supporting multiple output formats and configurable extraction options.

achieveai/mcp-web-extractor

sinhala-mcp

by thamindu-dev

Translates Sinhala or Singlish instructions into precise English technical specifications using Google Gemini AI, enabling Sinhala-speaking developers to code in their native language.

Thamindu-Dev/sinhala-mcp

pdf-mcp

by talipovvs

MCP server for generating PDF reports on real estate properties. Supports location analysis, market reports, and project summaries.

talipovvs/pdf_mcp

uMCP

by ramsestein

Provides a privacy-preserving security framework for AI agents using the Model Context Protocol, enabling transparent anonymization of sensitive data and blockchain-like audit trails for regulated domains.

ramsestein/u_mcp

ms-todo-mcp

by dcarrascosa

An MCP server to read and manage your Microsoft To Do tasks through the Microsoft Graph To Do API.

dcarrascosa/ms-todo-mcp

mcp-bonusly

by ajramos

Enables management of Bonusly employee recognition bonuses, including listing, creating, and retrieving bonuses with advanced filtering.

ajramos/mcp-bonusly

mc3000-mcp

by nietonchique

MCP server for monitoring and controlling SKYRC MC3000 battery chargers over Bluetooth Low Energy.

nietonchique/mc3000-mcp

fiMCP

by wisambunni

Provides stock market data and technical indicators (RSI, Bollinger Bands, SMA, EMA) via AlphaVantage API.

wisambunni/fiMCP

dtJiraMCPServer

by digital-thought

An MCP server that bridges LLM clients with Atlassian Jira Cloud and Jira Service Management Cloud REST APIs, enabling administrative and operational tasks via natural language.

Digital-Thought/dtJiraMCPServer

dns-mcp

by selamy-labs

Enables DNS record CRUD operations (list, get, create, update, delete) through MCP tools, provider-agnostic and secure.

selamy-labs/dns-mcp

Venice MCP Server

by veniceai

Provides 31 tools and 3 resources to access Venice's uncensored AI models for chat, image, video, audio, music, and more, enabling any MCP host to interact with the Venice API.

veniceai/venice-mcp-server

agentguard

by dockfixlabs

Enables scanning of AI agent code for security vulnerabilities such as prompt injection, tool abuse, and data exfiltration, directly from MCP-compatible clients like Claude Code.

dockfixlabs/agentguard

trammel

by ironadamant

AI task planner for coding assistants that breaks goals into ordered steps, verifies each step with isolated test runs, learns from failures, and saves successful strategies as reusable recipes.

IronAdamant/Trammel

taxfolio-mcp

by ajtgjmdjp

Enables tax-loss harvesting and tax-aware portfolio rebalancing via LLM agents, allowing users to identify selling opportunities and substitute holdings based on return correlation.

ajtgjmdjp/taxfolio-mcp

NLQueries

by nlqueries

Natural language to SQL engine with multi-connector support (PostgreSQL, MySQL, Snowflake, BigQuery, DuckDB), document QA, semantic caching, and self-hosted MCP server.

nlqueries/nlqueries

mcp-deezer

by benitoow

Deezer MCP server for AI agents to search, manage playlists, favorites, and discover music using a free Deezer account.

Benitoow/mcp-deezer

vHal MCP Server

by feevlic

Enables Android Automotive developers to explore and implement Vehicle Hardware Abstraction Layer (vHAL) properties with intelligent tools for property analysis, source code lookup, implementation guidance, and automated code generation for automotive systems like climate control and seat management.

feevlic/vhal-mcp-server

Supercharged Dev

by amazinghorseli

MCP server that enforces disciplined AI development with tools for design, TDD, debugging, and token compression.

Amazinghorseli/Supercharged

opm-mcp

by ojaogezi

Provides Claude with direct access to the Open Porous Media (OPM) reservoir simulation stack, enabling running simulations, inspecting results, and automating workflows via natural language.

ojaogezi/opm-mcp

GlitchTip MCP Server

by hffmnnj

Enables AI assistants to query, analyze, and resolve errors within the GlitchTip error tracking platform by providing access to issue details and stacktraces. It allows users to list unresolved issues and mark them as fixed using natural language commands.

hffmnnj/mcp-server-glitchtip

YouTube Lecture Notes MCP

by mohsinkhadim59

Automatically extracts subtitles, captures screenshots at specified timestamps, and generates structured Obsidian markdown notes from YouTube videos using Claude AI.

mohsinkhadim59/youtube-obsidian-mcp

FastMCP OpenAPI

by agarwal-saurabh

Dynamically generates MCP tools from OpenAPI specifications, enabling AI assistants to interact with any REST API through natural language. Supports multiple APIs with authentication, parameter validation, and integration with Claude Desktop and LangChain.

Agarwal-Saurabh/multiapimcpserver

Flight Logger MCP

by csoai-org

Flight Logger - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/flight-logger-mcp

contact-verifier-mcp

by owieschon

MCP server for verifying B2B contact records via email syntax and DNS/MX checks, serving verified data with per-tenant isolation.

owieschon/contact-verifier

Allure TestOps MCP Server

by alshurov13

Enables natural language interaction with Allure TestOps API for managing test cases, launches, and test plans with full CRUD support and 56+ controller endpoints.

alshurov13/allure-testops-mcp-python

total-agent-memory

by vbcherepanov

Persistent, local memory for AI coding agents that learns how you work, not just what you said. Supports Claude Code, Codex CLI, Cursor, and any MCP client.

vbcherepanov/total-agent-memory

Deep Research MCP Server

by lihongwen

Enables conducting comprehensive research on complex topics through multi-layered analysis, automatic complexity assessment, and structured report generation with proper citations and critical analysis frameworks.

lihongwen/deepresearch-mcpserver

TuringMind MCP Server

by turingmindai

Enables Claude to authenticate with TuringMind cloud, upload code review results, fetch repository context and memory, and submit feedback on identified issues through type-safe tools.

turingmindai/turingmind-mcp

Bicameral MCP

by bicameralai

A provenance-aware decision ledger that maps meeting transcripts and PRDs to code symbols to track implementation and drift. It enables developers to maintain institutional memory by linking historical context and architectural decisions directly to the evolving codebase.

BicameralAI/bicameral-mcp

second-brain-mcp

by noesskeetit

Turns an Obsidian vault into semantic memory for coding agents, providing read-only semantic search and a human-approved write workflow via MCP.

noesskeetit/second-brain-mcp

HumanProof

by sandeep-alluru

Agent trajectory scorer for human-likeness — flags bot-like patterns in automated workflows before they reach production.

sandeep-alluru/humanproof

kintone MCP Server (Python3)

by r3-yamauchi

Enables AI assistants to interact with kintone data by providing comprehensive tools for record CRUD operations, file management, and workflow status updates. It supports secure authentication and automatic pagination to handle large datasets efficiently through the Model Context Protocol.

r3-yamauchi/kintone-mcp-server-python3

microbeFunction_mcp

by miooooooo

Supports querying and downloading MGnify genome data and performing KEGG functional annotation and module completeness analysis for microbial genomes.

Miooooooo/microbeFunction_mcp

ariadne

by whyy9527

Ariadne's thread — a way out of the microservice maze. Local cross-service semantic chain hinter for microservices (GraphQL/HTTP/Kafka/frontend)

whyy9527/ariadne

YNAB MCP Server

by wgdevelopment

A minimal and auditable MCP server that enables local AI assistants to read and manage YNAB budget data. It supports operations like listing accounts, tracking transactions, and moving money between categories while maintaining user privacy.

WGDevelopment/ynab-mcp-server

long-novel-agent-kit

by mushroomfk

Provides local desktop agents with durable project memory and safety gates for writing long novels, enabling continuity management, chapter drafting, and state-aware handoffs.

mushroomfk/long-novel-agent-kit

continuityos

by bitmaster162

An MCP server offering hybrid memory recall and continuity tools for AI agents. It also provides a governance gateway that pre-approves risky shell/file/git actions before execution.

bitmaster162/continuityos

TranslateGemma MCP Server

by woheller69

Enables on-device text translation via a local TranslateGemma LLM API, supporting multiple language pairs with automatic retries and rate limiting for privacy and low latency.

woheller69/TranslateGemmaMCP

mcp-brain

by pierfrancescolijoi

A Model Context Protocol server that gives Claude Code persistent, structured awareness of your project — without burning tokens on context rebuilding.

PierfrancescoLijoi/mcp-brain

MCP Translation Text

by tianfn

Provides text translation capabilities using the Niutrans API, supporting 455+ languages with code/alias mapping through a language catalog resource.

tianfn/mcp-translation-text

corpuskit

by supakang

Enables AI coding agents to search documentation and query constraints via MCP tools kr_search and kr_constraints.

SupaKang/corpuskit

wtrl_mcp

by uwe-at-sdv

Assist LLM writing Waterloo Docstrings, a format with emphasis on machine-verifyable normativity.

uwe-at-sdv/sdv_doc_waterloo

fpgaZeroMCP

by lcapossio

An MCP server for FPGA toolchain operations including linting, simulation, synthesis, place-and-route, bitstream programming, and IP core registry via GitHub.

lcapossio/fpgaZeroMCP

crispasr-agent-transcriber

by emiyakatuz

Local-only transcription server for MCP agents, powered by CrispASR. Transcribes audio/video files without cloud uploads, supporting English and Chinese.

EmiyaKatuz/crispasr-agent-transcriber

research-mcp

by niol-zh

An MCP server for academic literature research that integrates Scopus, CrossRef, OpenAlex, and Unpaywall to search documents, get abstracts, author profiles, citing papers, and open-access PDF links.

niol-zh/research-mcp

codegraph-mcp

by cognis-digital

A no-train, on-prem code knowledge graph served over the Model Context Protocol, enabling AI agents to query code structure (symbols, calls, cross-language edges) with a tamper-evident audit log.

cognis-digital/codegraph-mcp