The MCP Trust Index.

flama

by vortico

The production framework for Predictive and Generative AI. Serve any model as an API in one line, with OpenAI/Anthropic/Ollama-compatible endpoints, a built-in chat UI, and native MCP.

vortico/flama

ie-eli-mcp

by matematicsolutions

An MCP server that provides access to the Irish Statute Book, enabling retrieval of metadata and full enacted text for Irish acts and statutory instruments by year, number, and type, with verifiable ELI identifiers and citations.

matematicsolutions/ie-eli-mcp

inbox-mcp

by yama662607

A privacy-first MCP server for inbox triage, enabling masked email reading, calendar upsert, reply drafting, and Slack digests using Google and Slack credentials.

yama662607/inbox-mcp

AI News Aggregator

by lauramattz

MCP server that aggregates AI news, academic papers from ArXiv, and trending GitHub repositories from multiple sources, enabling users to fetch, search, and filter recent AI content via natural language.

LauraMattz/mcp_ai_news

Vehicle MCP

by antonlunden

Enables AI assistants to control vehicles by checking battery status, managing climate, and locking/unlocking doors via Skoda Connect integration.

antonlunden/vehicle-mcp

Obsidian MCP Server

by yusen-hu

Enables AI clients like Claude Desktop to search your local Obsidian vault notes via full-text search.

Yusen-Hu/obsidian-mcp-server

hejdar-mcp

by arkalda

Runtime policy enforcement for AI agents. Evaluate every agent action against your organization's policies before execution, with observe and enforce modes.

ARKALDA/hejdar-mcp

MCP Vertica

by nolleh

MCP server for Vertica

nolleh/mcp-vertica

w8s-astro-mcp

by w8s

A personal astrological server that provides high-precision tools for generating natal charts, transits, and relationship charts using a queryable SQLite database. It enables users to manage multiple profiles, track historical transits, and perform electional astrology for planning events.

w8s/w8s-astro-mcp

pagerduty-mcp-community

by carlyou

A community-maintained MCP server for interacting with PagerDuty accounts, enabling management of incidents, services, schedules, and event orchestrations through MCP-enabled clients.

carlyou/pagerduty-mcp-community

veriloop

by arvindcr4

Exposes a verified tool registry (calculator, sandboxed file read, web fetch) over MCP stdio, enabling any MCP-capable client to reuse the same tools from the inspectable ReAct loop.

arvindcr4/veriloop

pse-edge-mcp

by phdwight

Provides unofficial access to Philippine Stock Exchange data including quotes, price history, disclosures, financial reports, and market data via MCP.

phdwight/pse-edge-mcp

DataLabel MCP Server

by liuxiaotong

Integrates data labeling workflows with AI IDEs via 12 tools, 6 resources, and 3 prompt templates, enabling LLM-assisted pre-labeling, inter-annotator agreement analysis, and conflict adjudication.

liuxiaotong/data-label

jobd

by musharna

jobd is a self-hostable, GPU-aware job broker that queues and routes shell commands across your own machines — picking workers by available VRAM and tool tags, streaming logs back, and surviving across sessions. It ships native MCP integration, so agents can submit, monitor, and control long-running or GPU jobs as tools.

musharna/jobd

MLflow MCP Server

by yesid-lopez

Enables AI assistants to interact with MLflow experiments, runs, and registered models. Supports browsing experiments, retrieving run details with metrics and parameters, and querying the model registry through natural language.

yesid-lopez/mlflow-mcp-server

Godot RAG MCP Server

by weekitmo

Provides access to Godot engine documentation through a Retrieval-Augmented Generation (RAG) system using ChromaDB. It enables users to query processed Godot documentation and technical chunks for development assistance within MCP-compatible environments.

weekitmo/mcp_godot_rag

Memphora

by memphora

Adds persistent memory to AI assistants by connecting to the Memphora cloud platform, allowing them to store and recall facts across conversations. It enables tools for searching memories, extracting insights, and maintaining long-term user context and preferences.

Memphora/memphora-mcp

mcp-twilio-sms

by sebastienfi

MCP server for sending SMS messages via Twilio and checking their delivery status through MCP tools.

sebastienfi/mcp-twilio-sms

Gigaplexity MCP

by alexsvdk

MCP server that transforms GigaChat into a search tool, enabling web search, deep research, and step-by-step reasoning through natural language queries.

alexsvdk/gigaplexity-mcp

Buva EcoStream MCP Server

by kalmma

Enables controlling and monitoring a Buva EcoStream WTW ventilation unit via natural language, including reading air quality data and adjusting fan settings.

kalmma/buva-ecostream-mcp

jitapi

by nk3750

Point Claude at any API. JitAPI figures out which endpoints to call and in what order — automatically. Register any OpenAPI spec, search endpoints in plain English, and orchestrate multi-step workflows across multiple APIs. No API keys required — works out of the box with local embeddings.

nk3750/jitapi

Watsonx.data Document Library Retrieval MCP Server

by ibm

Bridges AI agents with watsonx.data document libraries, enabling natural language queries and intelligent retrieval from document libraries.

IBM/ibm-watsonxdata-dl-retrieval-mcp-server

DataCheck

by liuxiaotong

Multi-dimensional data quality validation and statistical anomaly detection for LLM training data, with auto-fix pipeline and MCP tools for AI IDE integration.

liuxiaotong/data-check

ProduckAI MCP Server

by rohitsaraff33-bit

Transforms scattered customer feedback from sources like Slack, Zoom, and JIRA into actionable product insights and AI-generated PRDs. It features over 50 tools for semantic clustering, sentiment analysis, and VOC-based prioritization to streamline product management workflows.

rohitsaraff33-bit/produckai-mcp-server

dk-eli-mcp

by matematicsolutions

Provides access to Danish legislation from Retsinformation.dk, enabling retrieval of act metadata, full text, and recent changes with verifiable citations.

matematicsolutions/dk-eli-mcp

MCP Production

by riteshpcs1994

A production-ready MCP server that integrates OpenAI with FastAPI and Redis to provide streaming agentic chat capabilities and session memory. It features built-in tools for weather, calculations, and Wikipedia searches while supporting enterprise-grade features like rate limiting and structured logging.

Riteshpcs1994/MCP

Commodore 64 Ultimate Computer MCP Server

by xphileby

Enables control and interaction with Commodore 64 Ultimate Computer devices through their REST API, allowing users to play SID/MOD files, load and run programs, manage disk images, configure settings, and control the C64 machine through natural language.

xphileby/c64u-mcp-server

Reddit MCP Server

by simonc44

Enables AI assistants to search, browse, and analyze Reddit in real-time via web scraping, including subreddit browsing, post comments, and business opportunity scoring.

Simonc44/Reddit-MCP-Server

UniFi MCP Server

by midwestmountaineer

Enables AI assistants to manage and monitor UniFi Network Controllers through natural language. Provides 25 read-only tools for discovering devices and clients, viewing security configurations, analyzing network statistics, and exporting configuration data.

MidwestMountaineer/Unifi-MCP-Server

BugBounty Security Scanner

by gokulapap

Integrates 90+ security tools including Nuclei, Subfinder, Nmap, SQLMap, and OSINT platforms like Shodan and VirusTotal to provide comprehensive bug bounty hunting and penetration testing capabilities with built-in safety mechanisms, rate limiting, and automated vulnerability reporting.

gokulapap/bugbounty-mcp-server

Weather MCP Server

by eurekali

Enables real-time weather queries for 12 major Chinese cities and global cities using the wttr.in API. Provides tools to get weather, list supported cities, and server info.

EurekaLi/weather-mcp-server

obsidian-rag-mcp

by shirokoweb

MCP server that integrates with LM Studio to provide a search_notes tool, allowing the chat model to retrieve and answer from a local Obsidian vault.

shirokoweb/rag-obsidian-lmstudio

unity-biome-mcp

by german-krasnikov

MCP server for controlling the Unity Editor from AI clients. 140+ tools for scenes, GameObjects, components, assets, Shader Graph, PlayTest DSL, screenshots with visual diff, batch operations with Undo rollback, and in-editor chat. Token-efficient plain-text protocol.

german-krasnikov/unity-biome-mcp

MCP-FileSystem

by dgholamian

A Model Context Protocol server that gives AI assistants secure, sandboxed filesystem access with tools for reading, writing, searching, and managing files and directories.

dgholamian/MCP-FileSystem

eion

by eiondb

Shared Memory Storage for Multi-Agent Systems

eiondb/eion

yadirect-mcp

by lermont

A local MCP server that connects Yandex Direct advertising reports and safe campaign creation to AI agents, enabling natural-language analytics and protected campaign setup.

Lermont/yamcp

Charted

by marzukia

Zero-dependency charts for Python and AI agents. SVG and PNG, 15 chart types, a one-line MCP server, and a Claude skill.

marzukia/charted

Dnevnik.ru MCP Server

by yasg1988

An MCP server that integrates with the Dnevnik.ru API to provide AI assistants with access to school schedules, grades, and homework. It enables users to query educational data and manage school-related information through natural language.

yasg1988/dnevnik-mcp-server

apcore-mcp

by aiperceivable

Automatically converts any apcore-based project into an MCP server and OpenAI tool provider with zero code changes.

aiperceivable/apcore-mcp-python

Home Assistant MCP Server

by mjrestivo16

Enables AI assistants to interact with Home Assistant smart home devices through natural language. Control devices, manage automations, query entity states, and retrieve historical data across your home automation system.

mjrestivo16/mcp-homeassistant

SVG Converter Tools MCP

by rusianhu

Enables high-quality conversion of SVG files to PNG, ICO, and JPG formats with optimized Chinese character rendering. Supports single file, batch, and string-based conversions using multiple rendering engines including Cairo, SVGLib, and PIL.

RusianHu/svg-converter-tools-mcp

loom

by klosskarl

Local-first knowledge graph MCP server — hybrid BM25 + vector + graph retrieval over your personal vault with provenance-grade extraction. 8 tools for Claude Desktop including search, archaeology, and graph write.

KlossKarl/loom

youtube-transcript-mcp

by yunlinwu

An MCP server that gives Claude access to YouTube video transcripts. Extract full transcripts, search for keywords with timestamps, and get direct YouTube links to matching moments.

yunlinwu/youtube-transcript-mcp

cli-wrap-mcp

by hkak03key

Turns any CLI command into an MCP server via a declarative YAML config, enabling safe, typed tool execution with no shell injection.

hkak03key/cli-wrap-mcp

mcp-server-weibo

by qinyuanpei

基于 Model Context Protocol 的微博数据接口服务器 - 实时获取微博用户信息、动态内容、热搜榜单、粉丝关注数据。支持用户搜索、内容搜索、话题分析，为 AI 应用提供完整的微博数据接入方案。

qinyuanpei/mcp-server-weibo

reddit-mcp

by selamy-labs

A read-only Reddit research server that exposes search, subreddit top posts, post details, and comment retrieval as typed tools with polite rate-limiting and citation lineage.

selamy-labs/reddit-mcp

powerbi-mcp-local

by imnotstealthy

Local-first MCP server for Power BI Desktop automation. Automate semantic model changes, DAX, Power Query, Excel, and report layout from MCP-capable AI clients.

imnotStealthy/powerbi-mcp-local