The MCP Trust Index.

Loki MCP Server

by mvs5465-test

Enables AI models to query and analyze Kubernetes cluster logs through Grafana Loki, supporting semantic operations like error aggregation and pod restart detection. It provides tools for regex-based log searching and namespace discovery to facilitate natural language troubleshooting.

mvs5465-test/loki-mcp-server

toolkit-mcp

by pyofart

An MCP server offering developer utilities including JSON validation, base64 encoding, timestamp conversion, and hashing, built with a clean architecture for easy extensibility.

pyofart/ticker-mcp

adds-mcp

by chiefff-kiefff

Provides read-only tools for monitoring and investigating Active Directory Domain Services, including users, groups, OUs, computers, GPOs, and domain metadata via LDAPS.

Chiefff-Kiefff/adds-mcp

100BeautiesLab_GeneratorsAI

by radiann-kswg

ナンバーテールズの57(イズナ)に「百花繚乱研究所」創作キャラクターのイラストを生成してもらおうの会

radiann-kswg/100BeautiesLab_GeneratorsAI

CodeDebrief

by ferdinandobons

Local-first static analysis that turns source code into deterministic, source-grounded workflow maps for coding agents via MCP.

ferdinandobons/CodeDebrief

Unified Ads MCP Server

by caspercrause

A FastMCP-powered server integrating Google Ads and Facebook Ads APIs with automatic OAuth 2.0 authentication, enabling GAQL queries, keyword research, campaign management, and performance analytics.

caspercrause/ads-mcp-server

mcp-grafana

by romaine-life

In-cluster MCP server for read-only diagnostics of Grafana, Prometheus, Alertmanager, and Loki, enabling metric queries, alert listings, and log queries through Grafana datasource proxies with Kubernetes RBAC authentication.

romaine-life/mcp-grafana

MCP Local File Saver

by omcar04

A Python-based MCP server for Claude Desktop that enables you to save, append, read, and list local text notes, including appending Claude's responses.

omcar04/mcp-notes-server

zentao-mcp

by ruan11223344

Enables natural language management of ZenTao tasks in Claude, including listing executions/tasks, batch creating/updating/closing tasks, and uploading image/video attachments.

ruan11223344/zentao-mcp

Blender MCP Server

by sattua

MCP server that controls Blender via HTTP bridge, enabling 3D modeling, animation, and export operations from Cursor agent.

sattua/MCP-Server-for-blender

qlik-mcp-server

by khabibsirius

MCP server that enables AI assistants to inspect Qlik Sense data models, explore data sources, and build dashboard sheets and charts via local LLMs like Ollama.

khabibsirius/qlik-mcp-server

NanoKVM MCP Server

by scgreenhalgh

Enables AI assistants to remotely control Sipeed NanoKVM hardware for BIOS-level management of servers and headless machines. It provides tools for power control, keyboard and mouse emulation, screen capture, and ISO image mounting via the Model Context Protocol.

scgreenhalgh/nanokvm-mcp

Cartesi Knowledge MCP Server

by mugen-builders

Enables AI agents to query curated Cartesi developer resources, documentation, and repository metadata through the Model Context Protocol. Provides read-only knowledge access and host-side workflow guidance for building Cartesi blockchain applications via streamable HTTP.

Mugen-Builders/MCP-Server

Intern Task Tracker MCP Server

by iamsoham25

Enables managing daily work logs with tools for adding, listing, updating status, deleting, and summarizing tasks, using SQLite for persistent storage.

iamsoham25/MCP-Task-Tracker

Chess MCP Server

by 11hritik11

Enables playing chess games with legal move validation and AI opponent moves powered by the Stockfish engine. Supports multiple concurrent games and provides moves in UCI format.

11hritik11/chess-mcp

crm-mcp-server

by rahulvai05

A read-only MCP server providing structured access to CRM data (companies, contacts, deals, activities) backed by SQLite. It enables LLMs to search contacts and deals, view full company accounts, find stale deals, and get pipeline summaries.

rahulvai05/crm-mcp-server

Redmineflux MCP Server

by ztmp0010

An MCP server that connects AI agents to Redmine project data, enabling natural language access to issues, projects, time entries, and more via the REST API.

ZTMP0010/redmineflux-mcp

g-gremlin-hubspot-mcp

by mikeheilmann1024

Enables advanced HubSpot CRM operations including unlimited record extraction, duplicate detection and merging, property drift analysis, and bulk upserts, surpassing official API limits.

mikeheilmann1024/g-gremlin-hubspot-mcp

Kanban Board Application

by shahriarb

Local Kanban MCP server

shahriarb/vibekanban

Kustomize MCP

by mbrt

An MCP server designed to help AI models refactor Kubernetes configurations by analyzing Kustomize dependencies and rendering manifest diffs across environments. It provides tools for computing file dependencies, rendering overlays, and comparing configuration changes through a checkpointing system.

mbrt/kustomize-mcp

pesticide-mcp

by shinichinomura

A Model Context Protocol server for querying Japanese pesticide registration information from FAMIC CSV data. Provides tools to search pesticides, retrieve applications, and check registered uses with detailed safety notices.

shinichinomura/pesticide-mcp

Demo FastMCP Server

by remseymailjard

A minimal MCP server demo with tools for ping, addition, and fetching current UTC time.

RemseyMailjard/demo-fastmcp-server

kb-gateway

by okrealai

HTTP MCP gateway for a learning corpus with Pinecone, Neo4j, and agentic router, enabling remote agents to query via tools like route_query, query_namespace, graph_query, etc.

okrealai/kb-gateway

mcp-tw-invoice

by simonliu-moltbot

A server that queries Taiwan uniform invoice winning numbers and performs automatic prize matching.

simonliu-moltbot/mcp-tw-invoice

HomeLab MCP

by chip10

MCP server that integrates Home Assistant, Frigate, Docker, and Proxmox via STDIO, enabling secure read and write operations with configurable confirmation.

chip10/homelab-mcp

Mail Digest MCP Server

by maksim061994

Provides tools to manage work email: list/search/get emails and draft replies via IMAP, without sending any messages.

Maksim061994/mcp_samoware

Yummy Health MCP

by yummy520730

Private, read-only health data bridge that reads from Android Health Connect and exposes heart rate, steps, sleep, and other health metrics to ChatGPT via MCP tools.

yummy520730/health-connect-mcp

canbus-mcp

by harrisonfaulkner

A CAN bus reverse engineering MCP server for Claude Code that lets Claude read, analyze, and map CAN bus messages from automotive and motorsport ECUs directly from the conversation.

harrisonfaulkner/canbus-mcp

smart-search

by ekmungi

A local-first MCP server that enables semantic search over PDF and DOCX documents using structure-aware parsing and vector storage. It allows users to query their local knowledge base through Claude Code without cloud dependencies or GPU requirements.

ekmungi/smart-search

Personal_Ai_Agent_Using_MCP

by venkatnvs

Venkatnvs/Personal_Ai_Agent_Using_MCP

Google Workspace MCP

by ngoquocviet2001

Enables reading and extracting structured data from Google Docs and Sheets, including text, tables, formulas, and images. It supports advanced image handling and multiple authentication methods for interacting with private and public workspace files.

NgoQuocViet2001/google-workspace-mcp

geometry-dash-mcp-geode

by noame2289-afk

Enables AI-powered creation, analysis, and visualization of Geometry Dash levels through natural language commands.

NoAme2289-afk/geometry-dash-mcp-geode

FastMCP

by rutie345

A collection of MCP servers providing utilities including user greeting, message decoding, text file reading with PDF summary generation, and NASA-quality code auditing using a trained AI model to predict software defects and measure code complexity.

rutie345/FastMCP

QIDI Studio MCP Server

by vladyankovenko

Manages QIDI Studio 3D printing profiles locally, enabling AI assistants to read and write filament, process, and machine presets via the Model Context Protocol.

VladYankovenko/qidi-studio-mcp

openai-imagegen-mcp

by marabian

Enables image generation and editing via OpenAI's gpt-image-1 model, with options for saving, format control, and transparency.

marabian/openai-imagegen-mcp

sage-mcp

by ltaysh0

Hybrid semantic search (dense vector + BM25) over local knowledge bases and codebases, exposed as MCP tools for AI agents to search and list knowledge bases.

ltaysh0/sage-mcp

opnsense-mcp

by aesaganda

Enables interaction with OPNsense firewalls through MCP tools for managing firewall rules, interfaces, DHCP leases, and system monitoring.

aesaganda/opnsense-mcp

Shadow-Core Sentinel

by shadow-core-omnipotence

An MCP filesystem telemetry server that watches directories and records every file change with SHA-256 hashes, enabling verification of edits through tools like recent_changes and query_events, with multi-project support and idle suspension.

Shadow-Core-Omnipotence/Shadow-Core-Sentinal

lava-mcp

by lava-mcp

Enables agents to query LAVA board farms, submit and manage test jobs, and open interactive board sessions via the LAVA REST API.

lava-mcp/lava-mcp

Salesforce MCP Server

by aiyanbo

Enables AI assistants to interact with Salesforce data by listing objects, describing fields, and executing SOQL queries.

aiyanbo/mcp-salesforce

gtc

by muhammedealan

MuhammedEALAN/gtc

patent-mcp

by 9g2s6g2cnh-arch

A local MCP server that provides patent search, similarity lookup, and detailed patent information to AI agents, with extensible data sources.

9g2s6g2cnh-arch/patent-mcp

a207-lis-mcp

by ayeyouok

MCP server for pediatric CKD lab data, providing lab panel queries, critical value alerts, trend analysis, and write operations with role-based permissions.

ayeyouok/a207-lis-mcp

multsearch-mcp

by liujp2015

A dual-path web search MCP server for Claude Code that cross-validates results via Tavily/Firecrawl and Google, explicitly returning sources to reduce hallucinations.

liujp2015/multsearch-mcp

recite-mcp

by rivradev

MCP server for the Recite API, enabling receipt scanning, transaction management, batch processing, and local ledger workflows for agents.

rivradev/recite-mcp

Qiskit MCP Server

by barvhaim

Unofficial Model Context Protocol (MCP) server that enables LLMs to build and execute quantum circuits using Qiskit.

barvhaim/qiskit-mcp-server

wikidocs-mcp

by ychoi-kr

Enables AI agents to read, edit, and manage Wikidocs books and blogs, including page CRUD operations, keyword search, and image uploads.

ychoi-kr/wikidocs-mcp