The MCP Trust Index.

AgenticMaid Project

by buidl-land

AgenticMaid is a Python library designed to interact with one or more Multi-Capability Protocol (MCP) servers.

Buidl-Land/AutoMaid

Polish Business Intelligence MCP

by neflingcreations

Provides AI agents with real-time access to Polish official data: VAT whitelist for company verification and NBP exchange rates, enabling checks on VAT status, company details, and currency conversion without API keys.

neflingcreations/PBI-MCP

Wireshark-MCP

by gentle-bae

Enables LLMs to perform automated network forensics, threat hunting, and traffic analysis using Wireshark/TShark.

Gentle-bae/mcp-wireshark

Merovingian MCP Server

by evo-hydra

Enables AI agents to map cross-repository dependencies, detect breaking changes in API contracts, and assess impact across services.

evo-hydra/merovingian

YouTube MCP Server

by mourad-ghafiri

Enables AI agents to extract YouTube video metadata and generate high-quality multilingual transcriptions with voice activity detection, supporting 99 languages with translation capabilities and intelligent caching.

mourad-ghafiri/youtube-mcp-server

semhood

by ahmeedgamil

AST-aware semantic code search engine for AI agents, enabling code retrieval by intent with call-graph context and optional LLM enrichment.

AhmeedGamil/semhood

jankins

by thecturner

Token-optimized Jenkins MCP server with smart log handling and failure triage for AI coding assistants.

thecturner/jankins

Azure MCP Inventory Server

by mazumdarabhishek

Enables CRUD operations on inventory items stored in Azure Cosmos DB via MCP tools, allowing creation, reading, updating, and deletion of items.

mazumdarabhishek/azure-mcp

Cracken

by keyreyla

AI-powered penetration testing framework that can operate as an MCP server, enabling automated security assessments through natural language commands.

keyreyla/cracken

Jira MCP Server

by sthirugn

A clean and focused Model Context Protocol (MCP) server that provides seamless integration between AI assistants and Jira, enabling natural language interaction with your Jira projects, issues, and workflows.

sthirugn/jira-mcp-server

evermemos-mcp

by tt-a1i

Long-term memory for AI coding assistants. Remembers context once and recalls it across sessions.

tt-a1i/everos-mcp

Brightdotdev/DARWIN

by brightdotdev

A local-first RAG engine that ingests documents (PDF, Markdown, images, etc.) and provides hybrid search, reranking, and LLM answer synthesis via MCP for AI agent integration.

Brightdotdev/DARWIN

mcp-vision

by hahahahanb

An MCP server that adds image recognition to AI coding tools, enabling them to analyze images, extract text, and perform OCR via multimodal APIs and traditional OCR engines.

hahahahanb/mcp-vision

nfz-mcp

by bartosz-kuc

Enables querying the Polish National Health Fund (NFZ) public API for medical waiting lists and service dictionary, allowing AI to compare wait times and find providers.

bartosz-kuc/nfz-mcp

Instagram MCP Server

by webnaresh

Enables AI applications to interact with Instagram Business accounts through the Graph API, supporting profile management, media publishing, insights retrieval, and direct messaging capabilities.

WebNaresh/insta-mcp

SmartCLI MCP Server

by jiahuiwu944-hash

Exposes SmartCLI's built-in agent tools (file operations, code search, shell commands, web search, memory, and snapshots) as MCP endpoints, allowing external clients to leverage them over stdio or HTTP.

jiahuiwu944-hash/SmartCLI

meta-threads-mcp

by metathreads

Unofficial MCP server for Meta's Threads API. Enables LLMs like Claude to publish posts, manage replies, and track insights through the Model Context Protocol.

MetaThreads/meta-threads-mcp

HR Management AI MCP

by csoai-org

HR Management AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/hr-management-ai-mcp

DevHelm MCP Server

by devhelmhq

MCP server for uptime monitoring, incidents, alerting, and dependency status.

devhelmhq/mcp-server

MCP Roo Memory

by mcasdfgf

Persistent, graph-based memory for Roo Code via the Model Context Protocol, enabling structured knowledge management with semantic search and context window control.

mcasdfgf/mcp-roo-memory

ThinChain

by snipmcp

MCP server that sanitizes bad broker data and compresses 500-row options chains to strategy-specific slices for AI trading agents. 95% token reduction. Handles ghost quotes, inverted spreads, and impossible greeks automatically.

SnipMCP/thinchain

Farofino MCP Server

by italoag

Enables smart contract security auditing using Slither, Aderyn, and custom pattern analysis through the Model Context Protocol, allowing AI assistants to run static analysis and vulnerability checks on Solidity and Vyper contracts.

italoag/farofino-mcp

QuReDec MCP Server

by advanced-binary-operations

Enables to run structured QuReDec decision briefs from inside MCP-compatible clients, submitting questions and receiving evidence-backed recommendations with citations.

Advanced-Binary-Operations/QuReDec_MCP

sideshell

by menemy

AI sidecar terminal — let Claude/Cursor run commands in a visible, persistent terminal you control.

menemy/sideshell

s3-mcp

by epyklab

MCP server for AWS S3 and compatible object stores, enabling LLM clients to browse buckets and fetch objects.

EpykLab/s3-mcp

lucid-mcp

by wiseriaai

AI-native data analysis agent as an MCP Server. Connect your Excel files, CSVs, and MySQL databases. Understand business semantics. Query with natural language.

WiseriaAI/lucid-skill

w3-mcp-server-qdrant

by famtong8-dev

Python MCP server for vector search using Qdrant vector database and Ollama embeddings, with advanced query techniques like query expansion, HyDE, and reranking.

famtong8-dev/w3-mcp-server-qdrant

mulchd

by chachegs

Self-hosted MCP server for storing and serving structured team knowledge, enabling AI sessions to load relevant team context without re-prompting.

ChacheGS/mulchd

crtsh-mcp

by dthen

Enables certificate transparency log search via crt.sh, allowing users to query SSL/TLS certificates, enumerate subdomains, and retrieve certificate details with no API key required.

Dthen/crtsh-mcp

osdu-mcp

by rasheedonnet

Enables AI agents to interact with the OSDU® data platform through Model Context Protocol, providing tools for search, storage, schema management, and dataset operations.

rasheedonnet/osdu-mcp

mysql-mcp

by yufei8807

Enables read-only SQL queries and datasource listing for MySQL databases via MCP.

yufei8807/mysql-mcp

mcp-jira-confluence-corp

by mshegolev

A Model Context Protocol server for Atlassian Jira and Confluence that bypasses corporate proxies and self-signed certificates, enabling read/write operations on issues, projects, pages, and spaces using Personal Access Tokens.

mshegolev/mcp-jira-confluence-corp

Schema Validator AI MCP

by csoai-org

Schema Validator AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/schema-validator-ai-mcp

pycodemath

by cybersora9

Provides a token-efficient exact math engine for AI agents, enabling computation of derivatives, integrals, equations, and optimized Python/NumPy code via a single MCP tool.

cybersora9/pycodemath

gios-air-mcp

by bartosz-kuc

Enables querying Polish air-quality data from GIOŚ stations by providing tools to list stations, get sensor readings, and retrieve the composite air-quality index.

bartosz-kuc/gios-air-mcp

gitea-mcp

by datamathcode

A local MCP server that connects Claude directly to your Gitea instance, enabling management of repositories, issues, pull requests, files, and commit history.

datamathcode/gitea-mcp

google-drive-comments-mcp

by zayansalman

A focused MCP server for reading comments on Google Drive files — Docs, Sheets, and Slides, with read-only OAuth scope.

zayansalman/google-drive-comments-mcp

IDmission Identity MCP Server

by sandeepgandhi500

Enables ID document validation using IDmission's identity verification API, including ID validation, face matching, and liveness checks.

sandeepgandhi500/idmission-mcp-server

spark-mcp

by feamster

Enables users to access, search, and analyze Spark Desktop meeting transcripts and emails through natural language via the Model Context Protocol.

feamster/spark-mcp

Multi-Service MCP Platform

by choas

Provides a unified MCP interface to multiple utility services including transportation info, mindful sentences, weather forecasts, emoji oracle, timestamps, fortune cookies, and lucky numbers.

choas/try-mcp

mcp-localization-engine

by thibautmelen

An MCP server that provides comprehensive localization data for 174 locales, enabling AI agents to generate culturally-adapted multilingual content.

ThibautMelen/mcp-localization-engine

nanobanana-pro-mcp

by rzgrozt

An MCP server that provides AI-powered image generation, format conversion, and smart asset placement for Claude Code.

rzgrozt/nanobanana-pro-mcp

Yandex Wiki MCP

by best-doctor

Enables reading, creating, updating, and appending content to Yandex Wiki pages via MCP. Supports both read-write and read-only modes.

best-doctor/mcp-yandex-wiki

Local Research MCP Server

by unlock-mcp

Enables AI assistants to search the web using DuckDuckGo and extract clean text content from websites for real-time research, with all processing happening locally for complete privacy.

Unlock-MCP/local-research-server

BloodHound MCP Server

by mwnickerson

Enables security professionals to query and analyze Active Directory attack paths from BloodHound Community Edition data using natural language through Claude Desktop's Model Context Protocol interface.

mwnickerson/bloodhound_mcp

RapidChart MCP Server

by samicostox

Generate and manage diagrams (class, ER, sequence, architecture) directly from code in Cursor IDE using RapidChart's AI-powered diagramming service with support for multiple AI models.

Samicostox/rapidchart-mcp

Protein Design MCP Server

by qfoldit

Enables LLM agents to design proteins, predict structures, score interfaces, and run molecular dynamics simulations through a unified interface.

qfoldit/Protein-Design-MCP