The MCP Trust Index.

mcp-binance-futures

MCP server for Binance USDT-M Futures trading — exposes tools for market data, account state, order management, and position/margin control.

Muvon/mcp-binance-futures

DevDocs MCP Server

Provides AI models with direct access to documentation for over 600 technologies from DevDocs.io, including popular languages, frameworks, and tools. It enables comprehensive searching, content retrieval, and offline access via an intelligent local caching system.

JavierDevCol/devdocs-mcp

Portfolio Manager MCP Server

MCP Server: Investment Portfolio Management

ikhyunAn/MCP_InvestmentPortfolio

E2B_MCP

Support connecting E2B via MCP, with custom server and client, without the need for tools like the Claude app, Cursor, etc.

LRriver/E2B_MCP

Restaurant AI MCP Server

Provides hospitality intelligence tools for restaurant optimization, including menu profitability analysis, food cost calculation, reservation management, review sentiment analysis, and allergen checking.

CSOAI-ORG/restaurant-ai-mcp

mcp-pyright

An MCP server that exposes Pyright language server functionality for Python, providing tools for type checking, code completions, and finding definitions. It enables AI models to perform static analysis and code formatting through the Model Context Protocol.

daedalus/mcp-pyright

LeadsClean MCP Server

Sales Intelligence · B2B Lead Extraction An MCP (Model Context Protocol) server that gives AI agents structured B2B lead intelligence extracted directly from company websites. Point it at any URL and get back a clean JSON object — company summary, buying signals, inferred needs, and personalised icebreaker lines — ready to drop into your outreach pipeline. Built for agent pipelines. Works with Cl

edition/leadsclean

testmo-mcp

Connect Claude, Cursor, and other AI assistants to your Testmo test management instance to manage test cases, folders, runs, milestones, and CI/CD automation.

strelec00/testmo-mcp

Solana MCP Server

solana mcp sever to enable solana rpc methods

aldrin-labs/solana-mcp-server

MCP Bash

A simple model context protocol (MCP) server that allows Claude Desktop or other MCP aware clients to run Bash commands on your local machine.

patrickomatik/mcp-bash

Azure Database for PostgreSQL MCP Server (Preview)

Azure Database for PostgreSQL MCP Server

Azure-Samples/azure-postgresql-mcp

ACM MCP Server

An MCP server that automates Aspen Custom Modeler (ACM) via COM, enabling steady-state and dynamic simulations and variable manipulation. It allows users to programmatically manage ACM sessions and interact with .acmf files through standardized tools.

Pekosann/acm-mcp

Prometheus MCP Server

Enables AI assistants to execute PromQL queries and discover metrics across multiple Prometheus tenants using the Model Context Protocol. It supports single and multi-tenant configurations with secure authentication for instant and range query analysis.

Jayanth-Kulkarni-Avesha/prometheus-mcp-server

camera-mcp

An MCP server that enables interaction with local camera devices to capture and process images. It allows LLMs to access video devices with configurable settings such as resolution, orientation, and image format.

u1f992/camera-mcp

camoufox-reverse-mcp

An anti-detection browser MCP server designed for JavaScript reverse engineering through the Camoufox engine. It enables AI assistants to perform dynamic debugging, function hooking, and network interception while bypassing sophisticated bot detection mechanisms.

WhiteNightShadow/camoufox-reverse-mcp

ParticlePhysics MCP Server

Enables searching and retrieving particle physics data from the Particle Data Group in real-time, including particle properties and decay modes through natural language queries.

uzerone/ParticlePhysics-MCP-Server

Todoist MCP Server

An unofficial MCP server that enables AI agents to create and list tasks in Todoist using natural language. It supports task details such as due dates, priorities, and labels, while allowing for project-based filtering.

mehularora8/todoist-mcp

Scanpy-MCP

Provides a natural language interface for scRNA-Seq analysis using the Scanpy library, supporting operations such as data preprocessing, clustering, and visualization. It enables AI agents and clients to perform complex single-cell transcriptomics workflows through the Model Context Protocol.

scmcphub/scanpy-mcp

Vectra AI MCP Server

Connects AI assistants to the Vectra AI security platform to enable intelligent analysis of threat detection data and automated incident response workflows. It allows users to investigate threats, take response actions, and generate security reports using natural language.

vectra-ai-research/vectra-ai-mcp-server

Cloudera Iceberg MCP Server

Provides read-only access to Iceberg tables via Apache Impala, enabling LLMs to inspect database schemas and execute SQL queries on Iceberg data.

peterableda/iceberg-mcp-server-original

omcp

(WIP)A tool to deploy mcp server, like ollama

jyz0309/omcp

Memory MCP

Provides project memory management for Claude Desktop, storing memories as Markdown files with intelligent keyword-based retrieval and automatic creation/update decisions by LLM.

JerryZhongJ/memory-mcp

OpenWRT SSH MCP Server

Enables AI agents to manage OpenWRT routers remotely via SSH, supporting system monitoring, network management, OpenThread Border Router configuration, and package management through natural language commands.

jsebgiraldo/openwrt_ssh_mcp

Hedgehog

A Model Context Protocol server that manages structured technical spike investigations and generates Architecture Decision Records through an enforced four-phase workflow. It enables developers to track exploration branches, document adversarial challenges, and maintain persistent state across multiple sessions.

jpalmerr/Hedgehog

Local Mem0 MCP Server

A fully self-hosted MCP server that integrates the Mem0 framework to provide persistent memory capabilities for AI assistants using local models and vector storage. It enables users to store, search, and manage contextual information across conversations through a Docker-based deployment.

Hroerkr/mem0mcp

Flowise

Integrates with Flowise API to enable interaction with chatflows and assistants through dynamic tool registration or simplified static tools for listing and prediction creation.

andydukes/mcp-flowise

Core Lightning

Provides direct access to Core Lightning nodes through gRPC interface, enabling Lightning Network operations including channel management, payment tracking, invoice handling, node monitoring, and financial analysis of routing fees and channel profitability.

adi2011/cln-mcp

Cargo

Provides access to Rust crate documentation, version information, and workspace metadata through rustdoc JSON generation, crates.io API integration, and cargo metadata parsing for dependency management, API exploration, and project structure analysis.

camshaft/cargo-mcp

Arpe.io

Unified interface for Arpe.io data tools including parallel database export, cross-platform migration, and cloud data pipelines.

arpe-io/arpeio-mcp

IVR Flow Linter

Validates IVR flow definitions (JSON) to detect errors like unreachable nodes, dead ends, and missing fallbacks, providing scores and fix suggestions. Includes interactive visualization widget for ChatGPT and Claude Desktop integration.

arebury/ivr-flow-linter

bluebubbles-mcp

Enables interaction with iMessage through a BlueBubbles server, allowing users to read, search, and send messages directly from MCP clients. It supports comprehensive chat management features including reactions, group chat moderation, message scheduling, and contact lookups.

metaember/bluebubbles-mcp

mcp-zabbix

Exposes the complete Zabbix API functionality through the Model Context Protocol, mapping API methods to tools for managing hosts, triggers, and monitoring data. It enables seamless integration and control of Zabbix monitoring environments via natural language interfaces.

daedalus/mcp-zabbix

Grimoire

A local security knowledge base that indexes documentation like CVEs and CWEs using hybrid keyword and semantic search. It enables LLM agents to query indexed materials via MCP for accurate, offline retrieval during security audits and code reviews.

tannernicol/grimoire

Ollama MCP Server

Exposes local Ollama instances as tools for Claude Code, allowing users to offload code generation, text drafting, and embedding tasks to local GPUs. It supports multi-turn conversations and model management through the Model Context Protocol.

JMRussas/ollama-mcp

Maipharm Domae MCP

Enables integrated search and ordering across eight pharmaceutical wholesalers to compare prices and manage inventory. Users can monitor stock levels and execute orders through natural language commands in Claude.

guinnessNet/maipharm-domae-mcp

GLM OCR MCP Server

Enables text extraction from images and PDF files using the ZhipuAI GLM-OCR API. It allows users to process documents through local file paths or base64-encoded data for high-quality OCR results.

cs-qyzhang/glm-ocr-mcp

Lunar Calendar MCP Server

Provides traditional Chinese lunar calendar information including auspicious date checking, BaZi (八字) Four Pillars analysis, festival data, moon phases, zodiac compatibility, and calendar conversions based on Chinese cultural traditions.

AngusHsu/lunar-mcp-server

BossZhipin MCP Server

Enables interaction with the Boss直聘 recruitment platform to search for jobs and send automated greetings to recruiters. It features automatic QR code login and security verification using Playwright for seamless session management.

derekdong-star/mcp-boss

Model Context Protocol (MCP) Example

A reference implementation of the Model Context Protocol (MCP) enabling seamless tool calling between LLMs and applications. Features client/server architecture with HTTP APIs, local CLI execution, and AWS Bedrock integration in a production-ready, extensible framework.

iddv/mcp-example

Sophia Labs

Two MCP endpoints for building cognitive AI agents. /blueprint/mcp serves a 9-chapter architecture blueprint (4 tools). /devops/mcp serves a 7-chapter coding agent playbook (3 tools). Each product has its own Gumroad license key. Free chapters available without auth.

mgantlett/sophia-blueprint-mcp

memro MCP Server

Provides persistent memory for AI models by enabling the storage and retrieval of episodic, semantic, and procedural information through the memro protocol. It allows assistants to maintain long-term context via semantic search and chronological memory management.

memrohq/memro-mcp

Calibre MCP Server

Connects AI agents to Calibre ebook libraries for searching, reading, and managing digital collections. It supports metadata updates, format conversion, and full-text content searches while providing granular permission controls for library access.

FaceDeer/calibre_full_mcp_server

backtester-mcp

Local-first backtesting engine with built-in overfitting detection (PBO, deflated Sharpe, bootstrap CI, walk-forward) and a native MCP server for AI agents to validate trading strategies.

bcosm/backtester-mcp

Safe SSH

Executes curated read-only diagnostic commands over SSH for safe remote system monitoring.

areso/safe-ssh-mcp

docx-mcp

Enables comprehensive management of Microsoft Word documents with 30+ tools for reading, writing, formatting, template merging, image extraction, equation extraction, and style application.

Andrew82106/LLM_Docx_Agent_MCP

Trend Vision One MCP Server

The Trend Vision One Model Context Protocol (MCP) Server enables natural language interaction between your favourite AI tooling and the Trend Vision One web APIs. This allows users to harness the power of Large Language Models (LLM) to interpret and respond to security events.

trendmicro/vision-one-mcp-server

Reachy Claude MCP

Integrates the Reachy Mini robot or its simulation with Claude Code to provide interactive physical feedback through emotions, speech, and celebratory animations. It features advanced capabilities like sentiment analysis, semantic problem search, and cross-project memory to enhance the developer experience.

mchardysam/reachy-claude-mcp

TradesPro

TradesPro is an open source MCP server that gives AI assistants structured knowledge of the skilled trades: electrical (NEC 2023), plumbing (UPC 2024), and HVAC (IRC Mechanical).

dieselpro1111/trades-mcp-server

petropt/petro-mcp

MCP server that gives LLMs access to petroleum engineering data and tools. Parse well logs, query production data, fit decline curves, calculate EUR, and run nodal analysis -- all through natural language with any MCP-compatible AI assistant.

petropt/petro-mcp

mcp-datetimeday

A lightweight MCP server providing comprehensive date, time, and day-of-week information. It supports relative time calculations, timezone conversions, and detailed calendar metadata like week numbers and quarters.

cfdude/mcp-datetimeday