The MCP Trust Index.

OdooForge MCP Server

by hamzatrq

Enables AI assistants to fully control and manage Odoo 18 ERP instances through 79 tools, including configuration, data operations, reporting, and code generation, with built-in domain knowledge and specialist agents.

hamzatrq/odoo-forge

Linux Diagnostics MCP Server

by alonf

This MCP server provides read-only Linux system diagnostics tools for inspecting system information, processes, and log snapshots. It enables AI models to analyze Linux system health, troubleshoot issues, and review security through workflow prompts and HTTP transport with API key authentication.

alonf/MCPPythonDemo

vyuha

by sudheerdvn

Vyuha is an MCP server that enables coding agents to collaborate on a repository by providing tools for ticket creation, worktree management, code review, and staged deployment, all from local files.

sudheerdvn/vyuha

scholar-memory

by bybasiliosp

Enables scientific literature research through multi-agent search, analysis, and semantic memory, exposing 9 MCP tools for querying, storing, and retrieving research findings.

byBasiliosP/RLM-Agent

News Aggregator MCP Server

by aiagentkarl

Enables AI agents to fetch and search news from multiple sources including RSS/Atom feeds, HackerNews, and GDELT global news intelligence without requiring an API key.

AiAgentKarl/news-aggregator-mcp-server

Ollama MCP Wrapper

by pietervdmerwe

Enables AI agents to interact with local Ollama models for text generation and tool calling with prompt injection protection.

PieterVDMerwe/ollama-wrapper-mcp

actual-mcp

by slushpupie

Bridges AI/LLM applications to Actual Budget, exposing budget data as MCP tools for account listing, transactions, and budget balances.

slushpupie/actual-mcp

mcp-remote-suite

by tanvirislam-bd

A production-ready Model Context Protocol suite over Streamable HTTP providing a sandboxed file server with tools, resources, prompts, and both manual and AI-driven clients.

TanvirIslam-BD/mcp-remote-suite

Herald MCP

by liewcc

Enables two AI assistants on different computers to communicate with each other via a shared cloud server.

liewcc/Herald_MCP

MCP PDF Extract

by einsteindark-edgm

A Model Context Protocol server that enables listing and reading PDF documents from a configured directory, extracting text content for MCP clients like Claude Desktop.

einsteindark-edgm/mcp-read-doc-local

obsidian-notes-rag

by proofsh

Enables semantic search and retrieval over an Obsidian vault using local or API-based embeddings, allowing AI assistants to find notes by meaning, get related content, and pull context during conversations.

proofsh/obsidian-notes-rag

CodeWiki MCP Server

by cloudmeru

Enables querying any GitHub, GitLab, or Bitbucket repository and getting AI-generated answers about the codebase, powered by Gemini.

Cloudmeru/CodeWiki-MCP

planning-center-mcp

by nathanrcast

Enables AI agents to access Planning Center Online data including worship plans, song library, teams, and volunteer information through natural language queries and direct tools.

nathanrcast/planning-center-mcp

nexusfeed-mcp

by nexusfeed

Real-time LTL freight fuel surcharge rates for 9 US carriers and US state ABC liquor license compliance lookups (CA, TX, NY, FL). Every response includes a verifiability block with extraction confidence and source URL so agents can assess data quality before acting.

NexusFeed/nexusfeed-mcp

Toast MCP Integration

by coldestadam

An MCP server that enables Claude Desktop to interact with Toast restaurant data, including sales summaries, top items, and product mix analysis.

Coldestadam/toast-mcp-integration

Daisys MCP Server

by mikeysrecipes

An MCP server that integrates with Daisys AI platform to enable audio processing tasks, such as recording, transcription, or generation, through natural language commands.

mikeysrecipes/daisys-mcp

euenergy-mcp

by adambenhassen

A read-only MCP server that exposes European day-ahead electricity prices for ~41 bidding zones via tools like hourly prices, cheapest hours, current price, and cross-zone summary, enabling AI agents to query energy market data.

adambenhassen/euenergy-mcp

SDDC AI Assistant

by rajuatmakuri5

Enables interaction with VMware SDDC Manager through natural language, exposing tools to list domains, check health, manage hosts, and more.

rajuatmakuri5/vcf-mcp-trial

Factory Channel Insight MCP Server

by handaas

Provides comprehensive tools for enterprise searching, channel statistical analysis, and dealer network mapping to help users evaluate market coverage and competitive positioning. It enables detailed industry benchmarking and provides insights into sales strength, brand influence, and distribution efficiency.

handaas/factory-channel-mcp-server

Shiranui

by i-akiya

MCP server for retrieving clinical standard content from the CDISC Library, supporting controlled terminology, ADaM, SDTM, CDASH, SEND metadata, and search.

i-akiya/Shiranui

Whoop MCP Server

by jd1207

Enables users to access Whoop biometrics including recovery, sleep, and strain scores while facilitating activity logging and device management. It allows for seamless interaction with health data to set alarms, update weight, and track activities through natural language commands.

jd1207/whoop-mcp

airsstool

by heqi201255

Enables AI agents to discover, fetch, and manage RSS feeds from 1500+ websites via RSSHub, with subscription groups and content filtering.

heqi201255/airsstool

OpenAI Speech-to-Text transcriptions MCP Server

by ichigo3766

A MCP server that provides audio transcription capabilities using OpenAI's Whisper API

Ichigo3766/audio-transcriber-mcp

AbraFlexi

by vitexsoftware

Integration with AbraFlexi ERP for managing invoices, contacts, products, and bank transactions.

vitexsoftware/abraflexi-mcp-server

FreeCAD MCP

by lzy-hhhh

Enables users to control FreeCAD through natural language for creating, editing, and managing 3D objects and documents. It supports executing Python code, capturing screenshots of the workspace, and importing parts from the FreeCAD library.

lzy-hhhh/freeCAD

matlab-mcp-server-python

by hansur94

MCP server that connects any AI agent to MATLAB — execute code, async jobs, interactive Plotly plots, custom tools, and monitoring dashboard

HanSur94/matlab-mcp-server-python

F1 MCP Server

by kevin29johnson

A real-time Formula 1 analytics server that lets you ask natural language questions about races, lap times, tyre strategies, pit stops, and more using live data from the OpenF1 API.

Kevin29Johnson/f1-mcp-server

kaushik-linkedin-mcp

by secure-tree

Enables Claude AI to interact with LinkedIn through browser automation, including profile reading, people and job search, company research, post publishing, and profile editing.

Secure-tree/AI-claude-playwright-Linkedin--MCP-sever-Automation

Web Search Tool

by vikrambhat2

Provides a Google search tool via the Serper API, returning structured results and a summary answer for LLMs like Claude.

vikrambhat2/mcp-server-web-search

upilot

by codingriver

Unity Editor automation bridge for AI agents and MCP clients, enabling inspection, control, and diagnostics of the Editor.

codingriver/upilot

mcp-spotify

by obrien-matthew

MCP server for Spotify that enables playlist building and music discovery through 19 tools, allowing LLM agents to search tracks/artists/albums, manage playlists, control playback, and access personal listening data.

obrien-matthew/mcp-spotify

Custom MCP Server

by sandeepreddygantla

Integrates multiple MCP servers with LLM capabilities for browser automation and text processing tasks, allowing users to execute complex workflows via natural language commands.

sandeepreddygantla/custom_mcp

ARCO MCP

by isaacwars

Server for redacting, validating, and auditing ARCO rights requests under Mexican data protection law, preventing legal hallucinations by consulting controlled legal matrices.

isaacwars/arco-rights-mcp

Signal Agent 🚨

by no0ktheali3n

MCP server / agent concept for signals interpretation and processing

no0ktheali3n/signals-agent

Aristotle MCP Server

by gleachkr

Enables LLMs to prove theorems in Lean and formalize mathematical problems using the Aristotle API, supporting both formal Lean code and natural language problem submissions.

gleachkr/aristotle-mcp

obsidian-cli-mcp

by digster

Enables interaction with Obsidian vaults through the official Obsidian CLI, allowing note management, search, and vault operations without plugins or API keys.

digster/obsidian-cli-mcp

UE Audio MCP

by koshimazaki

Enables AI-powered game audio creation for Unreal Engine 5.7, integrating Wwise, MetaSounds, and Blueprint through MCP tools to generate DSP graphs, sound systems, and trigger logic.

koshimazaki/UE-AUDIO-MCP

Halo LMS MCP Server

by obadiahf

MCP server that provides access to Grand Canyon University's Halo LMS, enabling AI agents to manage classes, assignments, grades, discussions, announcements, inbox messages, notifications, and user profiles.

ObadiahF/halo-mcp

LLMMO Game Server

by milolug

Enables LLM-driven text game state management by exposing MCP tools for managing players, locations, items, entities, and abstract concepts.

MiloLug/llmmo-game-server

Data Product Hub

by armalite

A production-ready MCP server that provides comprehensive dbt project quality assessment for any GitHub repository, enabling AI agents to analyze dbt models, check metadata coverage, and map data lineage.

armalite/data-product-hub

exobrain-mcp

by corrame

Personal AI cognitive exobrain server providing long-term, emotionally-tagged memory and task management for LLMs via MCP.

Corrame/exobrain-mcp

mcp-snap7

by daedalus

Enables MCP clients to connect to and interact with Siemens PLCs via python-snap7, supporting read/write operations on data blocks, memory, timers, counters, and CPU management.

daedalus/mcp-snap7

Coveo MCP Server

by coveo-labs

Enables AI agents to query Coveo's unified index for search, passage retrieval, and generative question answering, supporting multiple transport modes for client compatibility.

coveo-labs/coveo-mcp-server

mcp-sonarcloud

by lukleh

Enables interaction with SonarCloud projects, issues, quality gates, and security hotspots through natural language.

lukleh/mcp-sonarcloud

AS400 MCP Server

by kozokaai

Enables development support for AS400/IBM i systems by providing read-only access to metadata, source code, and program dependencies via ODBC. It supports CL, RPG, and COBOL environments, allowing users to retrieve library, table, and system information.

kozokaAI/as400-mcp

nist-mcp

by ball2jh

Provides structured access to the full NIST cybersecurity catalog, including SP 800/1800 publications, security controls, CSF 2.0, and the NVD database. It enables AI assistants to search and retrieve cybersecurity standards, CVEs, and compliance guidance directly from a local SQLite index.

ball2jh/nist-mcp

mcp-ebook-server

by bryanlabs

Provides AI assistants with direct access to your ebook library, enabling listing books, reading chapters, and searching across books via the Model Context Protocol.

bryanlabs/mcp-ebook-server

Skills MCP AD

by devskillsit

A production-ready MCP server that enables AI assistants to manage enterprise Active Directory environments through 45 specialized tools for users, groups, and GPOs. Its multi-client architecture allows for the secure management of multiple AD domains from a single codebase using natural language commands.

DevSkillsIT/Skills-MCP-AD

fastapi-mcp-inspect

by inclinedadarsh

Mounts an MCP server onto FastAPI to let AI agents inspect routes, endpoints, and schemas at runtime.

inclinedadarsh/fastapi-mcp-inspect

mcp-sandbox

by lemenkov

Execute scientific scripts (R, Python, GMT, LaTeX, Octave, Julia, etc.) in isolated, disposable containers with no host filesystem access.

lemenkov/mcp-sandbox