The MCP Trust Index.

loseit-mcp

by cabird

An MCP server and CLI for logging food to Lose It!, enabling food search, diary management, meal logging, and weight recording via unofficial API.

cabird/loseit-mcp

crash-mcp

by abdulaziz001

A structured reasoning and problem-solving MCP server that helps track step-by-step analysis with confidence levels, branching, and revisions, ideal for complex multi-step tasks like code optimization and debugging.

AbdulAziz001/mcp-local

palaia

by byte5ai

palaia gives your agents a persistent, searchable knowledge store. They save what they learn, find it by meaning, and share it across tools and sessions automatically.

byte5ai/palaia

multimodal-proxy

by macgaf

为纯文本主模型提供多模态能力的MCP服务器，通过外包图像、视频和音频分析给外部多模态模型并回填文字结果。

macgaf/multimodal-proxy-plugin

PlexMCP

by sandraschi

An MCP server for Plex Media Server that enables natural language interaction with your media library, including search, browse, and chat features via an optional web app.

sandraschi/plexmcp

Zephyr Scale MCP Server

by metquay

Enables comprehensive test management through SmartBear Zephyr Scale's REST API, supporting automated workflows for test cases, cycles, executions, folders, and linking tests to Jira issues through natural language.

metquay/zephyr-scale-mcp

helm-mcp

by dagamon

MCP server exposing the HELM dashboard REST API as tools for managing services, scripts, and system operations.

dagamon/HELM-MCP

ArXiv Insight MCP Server

by yi-ting-ee13

Enables searching arXiv papers by topic or category, retrieving full text, PDFs, and BibTeX citations, and generating structured reviews and comparisons.

YI-TING-EE13/ArXiv-Insight-MCP-Server

MCP Study Project

by gabrielsantanac

An educational repository designed to practice and understand the Model Context Protocol through simple server implementations. It demonstrates core MCP concepts such as tools, resources, and communication via stdio and SSE transport methods.

GabrielSantanaC/MCP

Image Studio MCP

by floley

Enables image generation using Google Gemini models (flash/pro) with support for multiple sizes, reference images, and access control via Google OAuth and email allow-lists.

FloLey/image-mcp

ARL-Next

by owl234

🚀 自动化资产侦察与漏洞监控平台 (ARL-Next)。重构自经典 ARL，全面升级 Puppeteer + Nuclei 引擎，打通「天眼查/ICP ➔ 资产发现 ➔ 漏洞扫描 ➔ 威胁情报追踪」安全闭环。支持 Docker 极简部署，AI 二开友好。

owl234/ARL-Next

AnythingLLM MCP Server

by andreperez

Enables MCP-compatible clients to interact with AnythingLLM, providing tools for workspace management, chat and thread operations, document operations, vector search, and system inspection.

andreperez/anythingllm-mcp

Burp Suite MCP Server

by jayluxferro

Exposes Burp Suite's REST API to AI assistants, enabling users to trigger vulnerability scans, monitor progress, and manage security tasks through natural language. It also provides programmatic access to Burp's security knowledge base for querying vulnerability definitions and remediation advice.

jayluxferro/burp-mcp

Databricks MCP Server

by niraj-hitpump

Enables interaction with Databricks for running SQL queries, managing clusters, triggering jobs, running notebooks, exploring Unity Catalog metadata, managing secrets, and interacting with DBFS.

Niraj-Hitpump/Databricks-MCP-Server

Expense Tracker MCP Server

by deepakbishnoi717

Enables users to manage expenses with category support, including adding expenses with date, amount, category, and notes, using SQLite for persistence.

deepakbishnoi717/test-remote-mcp-server

opensearch-dashboard-mcp

by danilin-em

Enables LLM clients to interact with OpenSearch Dashboards, including reading saved objects, listing tenants and index patterns, and querying logs through the Dashboards API.

danilin-em/opensearch-dashboard-mcp

mcp-server-demo

by niilooy

niilooy/mcp-server-demo

Home File Agent

by nfedunwork-code

MCP server that provides secure read-only access to a local folder, enabling file listing, reading, semantic search (RAG), and indexing status via natural language, integrated with Claude Desktop and a custom agent loop.

nfedunwork-code/home_mcp

DrayTek Vigor MCP Server

by thelad-dev

Provides DSL diagnosis and CLI access to DrayTek Vigor 167 modems via interactive SSH shell, enabling command discovery and execution through MCP tools.

thelad-dev/draytek-vigor-mcp

leam-opt-mcp

by jacksonnnzzz

Enables engineers to convert antenna papers/diagrams and natural language specs into auditable, versionable HFSS Python modeling code, with optional simulation and parametric optimization.

jacksonnnzzz/leam-opt-mcp

omega-mcp-server

by ekoelogan

MCP server that exposes 108+ omega-cli OSINT tools for reconnaissance, web analysis, threat intelligence, and reporting, enabling AI assistants to perform comprehensive open-source intelligence tasks.

Ekoelogan/omega-mcp-server

openapi-mcp

by arge2004

Enables agents to query real-time OpenAPI documentation of backend services, providing tools to list services, endpoints, and schemas via MCP.

Arge2004/openapi-mcp

Expense Tracker MCP Server

by omkar4141

Enables natural language expense management with SQLite storage, allowing users to add expenses, view totals, and list all expenses through conversational commands.

Omkar4141/dbserver_mcp

MCP Calculator

by abenitez573

An MCP server that enables AI models to perform mathematical calculations and other tasks like email operations and knowledge search through a bidirectional communication protocol.

abenitez573/mcp_calculator

agent-memex

by gudmundur76

Free, persistent memory layer for AI agents, enabling storage and semantic search of memories via MCP or REST.

Gudmundur76/agent-memex

MCP Mistral OCR Optimized

by snussik

An optimized Model Context Protocol server for document OCR processing using Mistral AI with support for high-performance batch operations and async connection pooling. It enables efficient extraction of text and tables from local files or URLs into structured markdown and HTML formats while minimizing token costs.

snussik/mcp_mistral_ocr_opt

csv-mcp

by meysam-kazemi

A stdio MCP server for safely reading, analyzing, validating, and transforming CSV/TSV files, with sandboxed file system access and configurable parsing options.

meysam-kazemi/csv-mcp-server

linux-vedaops-mcp

by st3nch

Governed development control plane for VedaOps projects, letting authorized agents inspect, search, patch, test, lint, and coordinate registered software without exposing a general shell.

St3nch/linux-vedaops-mcp

Multi-Agent MCP

by davidzong1

Creates and manages multi-agent teams of AI coding assistants (Claude Code, Codex CLI) that collaborate in tmux terminal sessions. Enables a leader agent to assign sub-tasks to team members for coordinated development.

davidzong1/Mult-Agent-MCP

mcpkit-data

by tidymaze

An MCP server with 66+ tools for data engineering, enabling AI assistants to interact with Kafka, databases, AWS, data pipelines, infrastructure, and more.

TidyMaze/mcpkit-data

horizon-mcp-demo

by christianashworth

Exposes a governed semantic layer built on dbt Core and DuckDB, enabling AI agents to query predefined metric definitions for a P&C insurance dataset. Prevents metric hallucination by restricting agents to governed tools and read-only data access.

christianashworth/horizon-mcp-demo

fitness-mcp

by owenrumney

A personal remote MCP server for fitness data that provides read-only tools to query Garmin Connect activities and Hevy workouts, enabling users to list, retrieve, and analyze exercise records through natural language.

owenrumney/health-mcp

Odoo MCP Gateway

by leov3

Enables managing multiple Odoo instances from a single panel and exposes MCP tools for interacting with them via a unified service.

Leov3/Odoo-MCP-gateway

Confluence MCP Server

by simon006

Enables AI models to interact with Confluence knowledge bases by searching, reading, and creating pages through the Confluence REST API. It provides a suite of tools for space management, document retrieval, and content creation, including a mock mode for local testing.

Simon006/Confluence

AVGE Engine

by masif786

Vector illustration tools for AI agents — create scenes, characters, and graphics with shapes, armatures, materials, and rendering.

MAsif786/avge-engine

onelake-mcp

by inoj-hettiarachchi

Inoj-Hettiarachchi/onelake-mcp

Docker MCP Server

by arumallarevanthreddy

Provides Docker management tools for Claude Code, enabling container, image, network, and volume operations.

ArumallaRevanthReddy/custom-docker-mcp-server

vmware-pilot

by vmware-skills

VMware workflow orchestration — multi-step state machine with approval gates, audit logging, and conditional execution. Coordinates cross-skill workflows like clone-and-test or compliance-scan-and-remediate across the VMware MCP skill family.

vmware-skills/VMware-Pilot

Weather Israel MCP Server

by yael3222664-alt

Enables users to query weather forecasts for Israeli cities through natural language using browser automation and Gemini.

yael3222664-alt/MCP

Okareo MCP Server

by okareo-ai

Exposes Okareo's evaluation capabilities as MCP tools, enabling AI coding assistants to manage scenarios, register models, run evaluations, and execute multi-turn simulations directly from the editor.

okareo-ai/okareo-mcp

Combined MCP Server

by manish6007

Integrates Redshift database query capabilities with vector-based knowledgebase tools for semantic search and RAG applications. It enables users to execute SQL queries, explore database schemas, and perform hybrid semantic searches on markdown files stored in S3.

manish6007/mcp_servers

Quiz App MCP server

by sathvik1607

A Python MCP server built with FastMCP that exposes tools for a quiz app, optionally backed by a MySQL database.

sathvik1607/Quiz_mcp_server

py-mcp-students

by cmaalto03

Enables LLMs to manage student records through natural language by wrapping a simple HTTP student server's endpoints as MCP tools.

cmaalto03/py-mcp-students

Expense Tracker MCP Server

by talha963

An AI-native expense tracker MCP server that enables AI assistants to add and list expenses in a local SQLite database.

talha963/expense_mcp_server

Deep Research MCP

by achuthprince004

An MCP server that enables deep internet research through natural language, supporting stdio and HTTP/SSE modes for flexible integration.

achuthprince004/deepresearch-mcp

mcp-server

by mfalcirolli1

Sets up a Model Context Protocol (MCP) server with FastMCP, allowing LLMs to use prompts, tools, and resources.

mfalcirolli1/mcp-server

OneNote MCP Server

by mhzarem

Enables Claude to read and write to local Microsoft OneNote notebooks by parsing backup files and utilizing the OneNote COM API. It allows for searching notes, creating pages, and appending content without requiring Azure registration or API keys.

mhzarem/onenote-mcp