The MCP Trust Index.

buymeapie-mcp

by glitchcrab

MCP server for Buy Me A Pie that allows managing shopping lists and items through natural language.

glitchcrab/buy-me-a-pie-mcp

OpenDataMCP

by shahchiragh

Turns the AWS Registry of Open Data and public STAC catalogs into agent-callable tools for dataset search, STAC queries, and NDVI/NDBI/land-cover analysis on Sentinel-2 imagery.

shahchiragh/open-data-mcp

antibrowser-mcp

by reacerland

Enables LLM agents to browse and interact with web pages using a stealth Chromium browser, with an accessibility-tree interface for low token usage.

reacerland/antibrowser-mcp

Diagrams

by byteoverdev

Generate cloud architecture diagrams, flowcharts, and sequence diagrams programmatically.

byteoverdev/diagrams-mcp

Backend Architect MCP Server

by jemhakdog

A specialized toolchain that guides AI agents through a structured 'Atomic Development' workflow for building Python FastAPI and Supabase backends. It manages project scaffolding and enforces dependency-ordered generation of database models, API routes, and tests.

jemhakdog/mcp_fastapi

Generic MCP Gateway

by xiaoyu-sweet

A universal agent gateway that integrates MCP tools (memory, reminders, web search, email, calendar, etc.) with multi-channel messaging (Telegram, QQ) and a heartbeat system for autonomous life simulation.

xiaoyu-sweet/mcp-gateway

query-executor

by nitesh-nandan

Enables AI agents to read and optionally write to PostgreSQL databases through a multi-project setup with schema inspection, query execution, and performance analysis tools.

Nitesh-Nandan/query-executor

Call DK MCP

by eragonht1

MCP server providing an interactive GUI for users to input prompts and images, with integrated Google Gemini prompt optimization for AI-assisted development.

eragonht1/call-dk-mcp

Prosp MCP Server

by avolveai

MCP server for Prosp.ai LinkedIn outreach automation. Manage leads, campaigns, messaging, and analytics programmatically.

AvolveAi/prosp-mcp

DCR Demo MCP

by cmedfisch

Demonstrates OAuth 2.0 Dynamic Client Registration with Duo SSO, providing three MCP servers for calendar events, document management, and analytics dashboards.

cmedfisch/dcr-mcp-demo

rag-mcp

by kamalesh-kavin

Enables indexing local documents (PDF, Markdown, text, code) into a knowledge base and querying them via semantic search using local embeddings, all running privately on your machine.

Kamalesh-Kavin/rag-mcp

weather-mcp-playwright

by t0548572430-sys

An MCP server that fetches US weather forecasts via API and Israel weather forecasts by automating a browser with Playwright to scrape a weather website.

t0548572430-sys/weather-mcp-playwright

Pikud Haoref Alert System

by leonmelamud

Provides real-time access to Israeli emergency alerts from the official Pikud Haoref (Home Front Command) API. Enables AI assistants to check current alerts, retrieve alert history with intelligent city filtering, and monitor emergency notifications including rocket alerts, aerial intrusions, and earthquakes.

LeonMelamud/pikud-a-oref-mcp

gr-splitwise-mcp

by gautamrajur

MCP server for Splitwise. Enables creating and managing expenses, splits, and groups directly from Claude without manual entry.

gautamrajur/splitwise-mcp

claimbase

by 4-r-c-4-n-4

Provides a compiled knowledge substrate, extracting atomic claims from an append-only capture log and querying a bitemporal claim graph over MCP. Read-only by default, with opt-in writes for trusted sources.

4-R-C-4-N-4/claimbase

Study Database MCP

by mchdeore

An MCP server that provides deterministic math computation (numeric, symbolic, unit, matrix) and hybrid retrieval over study notes/textbooks with citations, helping Claude become a reliable study partner.

mchdeore/study-database-mcp

ProductLens-MCP

by kej123

Enables product comparison and analysis for any MCP-compatible AI assistant, with tools like compare_products and list_products.

KeJ123/ProductLens-MCP

autogen-mcp

by theodieu

Enables Claude Code to orchestrate AutoGen multi-agent conversations, supporting persistent sub-agents with tiered permissions and ad-hoc group debates for task decomposition and collaborative problem-solving.

theodieu/claude-code-autogen_MCP

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 dtrywets

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

dtrywets/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