The MCP Trust Index.

sql-review-agent

by aravindhraja123

Enables reviewing BigQuery SQL queries for performance issues, cost estimation, and suggested rewrites via an MCP interface.

ARAVINDHRAJA123/sql-review-agent

CVE MCP Server

by mukul975

This MCP server transforms Claude into a comprehensive security analyst by providing access to 27 security tools across 21 APIs for vulnerability intelligence. It enables users to query multiple sources like NVD, EPSS, CISA KEV, and threat intelligence platforms in parallel to get correlated security insights and risk assessments for CVEs.

mukul975/cve-mcp-server

ImgBB MCP Server

by 450689994

Enables uploading images to ImgBB for free hosting and returns public URLs, supporting both local files and URLs.

450689994/imgbb-mcp

Mercari MCP Server

by purebaba

An MCP server that enables users to search for products on the Mercari marketplace using keywords, categories, and specific filters like price and condition. It provides comprehensive tools for retrieving item details and browsing search results via standard or SSE protocols.

purebaba/mercari-mcp

Slipknot V4.1 Lite - Lightweight Topological Arbitration MCP Coprocessor

by usaos

A lightweight topological arbitration MCP server for multi-agent clusters, using Topological Data Analysis to resolve decision conflicts and enable consensus among agents.

usaos/slipknot-Topological-MCP-for-Multi-Agent-AI-Agent

CloudBrain MCP Servers

by structbinary

This repository will contain code specific to MCP servers associated with various DevOps tools and technologies.

structbinary/cloudbrain-mcp

MCP Trello

by birdiz

Enables Claude to interact with Trello boards, lists, cards, and labels through a set of MCP tools.

Birdiz/trello-mcp

cml2-mcp

by higebu

Thin MCP server for Cisco CML2 that exposes the live OpenAPI specification and a generic API call tool, enabling models to interact with CML2 by reading the spec first.

higebu/cml2-mcp

Knowledge Base MCP Server

by aisho-alex

Manages projects, requirements, and knowledge entries with full-text search via SQLite FTS5. Provides 19 MCP tools for AI assistants to create, update, search, and delete project data.

aisho-alex/knowledge_base_mcp

ozon-mcp

by pcdck

ozon-mcp is a knowledge-rich MCP server that turns the entire Ozon seller toolkit into 15 high-leverage tools. AI agents (Claude, Cursor, Cline, Continue, Goose, Zed, …) can search the API in Russian or English, drill into any of 466 methods with a fully-resolved JSON Schema, and execute calls with built-in safety guards. Subscription- aware, automatic pagination over all 4 cursor styles, retry/ba

PCDCK/ozon-mcp

AHME

by dexopt

Provides AI coding assistants with long-term memory by compressing conversation history into a dense summary using a local Ollama model, fully local and free.

DexopT/AHME-MCP

VkusVill MCP Server

by elzehorn

MCP server for VkusVill grocery store, enabling product search, details retrieval, and cart link creation.

Elzehorn/vv_mcp

RespCode MCP Server

by respcodeai

Enables multi-architecture code generation and execution across platforms including x86_64, ARM, and RISC-V directly within Claude. It allows users to run code, compare outputs from multiple AI models, and perform hardware simulations for Verilog and VHDL.

RespCodeAI/respcode-mcp

MCP Spring DB Tools

by yslee1126

Enables database schema querying and execution plan analysis for Spring Boot projects. Supports multiple databases including MySQL, PostgreSQL, MSSQL, and SQLite.

yslee1126/spring-mcp-db-tools

Sassy Fact Check Bot

by sangreal-007

Generates witty, citation-backed responses to health myths and misinformation with automatic tone adjustment for sensitive topics. Integrates with Instagram DMs to fact-check viral claims with sass and sources.

sangreal-007/sassy-factcheck-bot

stock-analyzer-ai-mcp

by csoai-org

Analyze stocks with financial ratios, comparisons, and sector performance data.

CSOAI-ORG/stock-analyzer-ai-mcp

Social MCP

by tunde-alao

MCP server for extracting transcripts from Instagram videos using AssemblyAI, enabling timestamped transcriptions with speaker labels through natural language.

tunde-alao/social-mcp

Otter MCP

by darrenzal

Enables AI assistants to search and retrieve meeting transcripts from Otter.ai, supporting full-text search, speaker identification, and transcript retrieval.

DarrenZal/otter-mcp

KevoDB MCP Server

by fastmcp-me

Enables AI agents to interact with KevoDB, a key-value database, through MCP tools for CRUD operations, transactions, and scans.

fastmcp-me/kevo-mcp

mcp-persona-sessions

by mattjoyce

MCP server for persona-driven AI sessions: practice interviews, conduct guided reflection, and role-play conversations with realistic personas

mattjoyce/mcp-persona-sessions

ssh-mcp

by mkavinkumar1

Enables reading, writing, editing, searching, running commands, transferring files, and using git on a remote Linux server over SSH via MCP tools.

mkavinkumar1/ssh-mcp

codex-master-mcp

by h234598

A local MCP server that controls two Codex CLI agent instances via tmux, enabling parallel agent operations with lifecycle management, status classification, and secure path handling.

H234598/codex-master

stock-data-mcp

by openstockdata

MCP server exposing 43 financial data tools for A-share, HK, US stocks, crypto, and market news via open-stock-data.

openstockdata/stock-data-mcp

Bar Assistant MCP Server

by the-real-py

Enables management of your home bar inventory and cocktail discovery through Bar Assistant. View shelf ingredients, find cocktails you can make, and add or remove items from your bar collection.

the-real-py/bar-assistant-mcp

sourcegraph-mcp

by akbad

MCP server exposing Sourcegraph's AI-enhanced code search capabilities to coding agents, enabling advanced code search, repository discovery, and content fetching.

akbad/sourcegraph-mcp

holmesgpt-runbook-mcp

by polarpoint-io

MCP server for HolmesGPT that provides runbook search, gap detection, AI-assisted drafting, and root cause analysis by integrating with Confluence and Git providers.

polarpoint-io/holmesgpt-runbook-mcp

Medicos MCP

by unemployed-nerds

MCP server backend for a hospital medicine reminder app, offering tools for Firebase integration, OCR/parsing, medical intelligence, scheduling, notifications, adherence tracking, and governance with ArmorIQ intent enforcement.

Unemployed-Nerds/medicos-mcp

cerase-media MCP

by cerase-ai

Provides multimodal understanding tools including OCR, image description, audio transcription, UI screenshot analysis, and screenshot comparison via async tools on a multimodal endpoint.

cerase-ai/cerase-media-mcp

Modular RAG MCP Server

by bliss-fox

Enables building production-grade RAG systems with agentic reasoning, hybrid retrieval, and MCP protocol integration for use with Claude Desktop.

bliss-fox/rag-knowledge-assistant

mcp-spotify-cli

by walterreiner

A CLI agent that controls Spotify through natural language commands, leveraging the Model Context Protocol to separate Spotify tools from the LLM client, and supporting multiple AI providers like Groq, Gemini, and OpenAI.

walterreiner/mcp-spotify-cli

Homey MCP Server

by maerestijnde

Enables Claude AI to control and manage Homey Pro smart home devices, flows, and analytics through natural language.

maerestijnde/mcp-homey

Exegol MCP Server

by exho7

Enables AI agents to interact with Exegol pentesting containers to execute commands and manage container status. It includes seven predefined workflows for automated security tasks such as web reconnaissance, port scanning, and vulnerability assessment.

ExHo7/exegol-mcp

Local Memory MCP

by aquietriver

Persistent local semantic memory for MCP tools, enabling storing and searching notes by meaning using local embeddings and SQLite.

AQuietRiver/Synapse-MCP

Illuminate MCP Server

by shurrey

Local-first MCP server for querying Anthology Illuminate data in Snowflake, with interactive MCP App dashboards that render directly in the conversation.

shurrey/illuminate-mcp-opensource

Grafana-Loki MCP Server

by tumf

Enables querying and formatting Loki logs from Grafana via the Model Context Protocol. It supports LogQL queries, label retrieval, and provides results in text, JSON, or markdown formats.

tumf/grafana-loki-mcp

Hubstaff MCP Server

by cdmx-in

A Model Context Protocol (MCP) server for Hubstaff API integration, enabling seamless time tracking, project management, and team collaboration through AI assistants.

cdmx-in/hubstaff-mcp

JobLens MCP

by rohith-jpg

Provides job search, local resume parsing, and resume-to-job matching via official APIs and local file processing.

rohith-jpg/joblens-mcp

mcp-saphana

by scairnx

MCP server for SAP HANA enabling querying, schema exploration, and bulk data export via the hdbcli driver.

scairnx/mcp-saphana

Azure MCP Server

by lokimcpuniverse

Integrates Azure cloud services with GenAI applications via the Model Context Protocol, enabling comprehensive Azure API coverage with enterprise-ready features.

LokiMCPUniverse/azure-mcp-server

booking-mcp

by mbayucot-dev

MCP server exposing a PostgreSQL booking datastore to MCP clients, enabling read/write operations on staff, schedules, clients, and bookings with optional human-approval workflow integration.

mbayucot-dev/booking-mcp

TCM MCP Server

by liuweihongliuxinyu

Enables AI assistants to access professional Traditional Chinese Medicine knowledge, including herb and formula search, acupoint lookup, six-channel diagnosis, and compatibility checking.

liuweihongliuxinyu/tcm-mcp-server

Hydrolix MCP Server

by hydrolix

An MCP server for Hydrolix

hydrolix/mcp-hydrolix

law-ontology-mcp

by wintenboy

Enables searching and querying Korean law ontology via SPARQL, with tools for law search, detail, agency, region, statistics, and network visualization.

wintenboy/law-ontology-mcp

Mailganer API MCP

by dkanster

Caches Mailganer API documentation and Postman collection locally, enabling search, sync, and cross-reference between API docs and Postman requests.

dkanster/mailganer-api-mcp

linkding-mcp

by jensneuhaus

A Model Context Protocol (MCP) server for managing bookmarks and tags in linkding, a self-hosted bookmark manager.

jensneuhaus/linkding-mcp

MusicMCP.AI MCP Server

by fastmcp-me

Enables AI-powered music generation through natural language commands, supporting both inspiration and custom modes with automatic polling for async generation.

fastmcp-me/aimusic-mcp-tool

ibge-data-mcp

by fmmarmello

Enables LLMs to access Brazilian IBGE statistical data (population, economy, agriculture) via natural language, with tools for querying aggregated data and metadata.

fmmarmello/servicodados-mcp

Google Image Search MCP

by juananpe

Provides tools for searching and downloading images using Google Image Search API.

juananpe/google-image-search-mcp-python

Stratum MCP Server

by smartmemory

Enables AI coding agents to execute formal, stateful workflows with typed contracts, postcondition enforcement, and structured retry logic.

smartmemory/stratum

docsearch

by allencomm

MCP server that enables searching and reading binary document files (PDF, DOCX, PPTX, XLSX, ODT, ODS, ODP, RTF, EPUB) using regex patterns and retrieving content by sections.

AllenComm/mcp-docsearch