The MCP Trust Index.

Plaud MCP Server

by dbf100

Enables AI assistants to access Plaud Note recordings, providing direct access to speaker-diarized transcripts and AI-generated meeting summaries. Users can search, list, and retrieve recording details directly within MCP-compatible clients like Claude and Cursor.

dbf100/plaud-mcp

全A解析（QuantAll）MCP Server

by mifochen

A local, fully vectorized computational engine for stock market analysis that enables AI to perform factor calculation, strategy backtesting, IC analysis, and GPU-based multi-dimensional visualization using local DuckDB data.

mifochen/quant-all

Math Calculation MCP Server

by k-summer

Provides comprehensive mathematical capabilities including basic arithmetic, advanced functions, statistical tools, and access to mathematical constants. It allows users to perform computations and generate math-related prompts through a standardized MCP interface.

K-Summer/Math_MCPS

autozonepro-mcp-server

by cozadizzle

Local MCP server for your AutoZone Pro commercial account. HTTP-first catalog/session client that returns commercial cost and list price for shop quoting.

cozadizzle/autozonepro-mcp-server

mcp-server-unipile

by sundeepg98

Provides 95 tools to connect AI assistants to LinkedIn, Email, Calendar, WhatsApp, Instagram, and Telegram through the Unipile API, enabling cross-platform messaging, search, and account management.

Sundeepg98/mcp-server-unipile

Energy Grid MCP Server

by aiagentkarl

Provides real-time electricity grid data including CO2 intensity, power mix, and wholesale prices, plus optimal green time windows for energy-intensive AI tasks. Supports UK, Germany, and global regions with optional API keys.

AiAgentKarl/energy-grid-mcp-server

Temporal Durable Mcp Weather Sample

by aslan11

he purpose of this repo is to demonstrate how easy it is to leverage workflows as tools for MCP servers by taking modelcontext.io's weather example and making it durable by implementing the MCP tools as Temporal workflows

Aslan11/temporal-durable-mcp-weather-sample

Jira MCP Server

by praveen-vijayan

Enables AI assistants to interact with Jira Server/Data Center for fetching incidents, searching issues, adding comments, and managing transitions.

praveen-vijayan/jira-mcp-server

mcp-ssh

by albertm88

轻量级跨平台 SSH MCP 服务器，复用本地 SSH 配置实现远程命令执行、文件传输和主机管理。

albertm88/mcp-ssh

securityscan

by securityscan-api

Scans OpenClaw/ClawHub skills for security vulnerabilities before installation. Detects prompt injection, data exfiltration, credential theft and RCE risks. Autonomous AI-to-AI flow with zero human intervention required.

securityscan-api/securityscan-api

Basel AI Overlay MCP

by csoai-org

Basel III + SR 11-7 + ECB TRIM AI/ML model risk MCP for banks, with EU AI Act compliance built-in.

CSOAI-ORG/basel-ai-overlay-mcp

who-smart-mcp-demo

by bergworks

WHO Smart Guideline MCP Demo Server

bergworks/who-smart-mcp-demo

openapi-mcp-builder

by charley-forey

Enables users to convert any OpenAPI or Swagger spec URL into a hosted MCP server on the Agentic Tools Platform, with tools for analyzing, trimming, and managing OpenAPI specifications.

charley-forey/openapi-mcp

mcp-law-server

by oranger07

MCP server for retrieving and verifying audit regulations, clauses, and audit items using vector and relational databases.

oranger07/mcp_law_server

dawg-mcp

by dawgswarm

Enables AI agents to provision and control remote stealth browsers, scrape web pages, and check account usage via the DAWG platform.

dawgswarm/dawg-mcp

hebbian-vault

by onetrueclaude-creator

MCP server for intelligent, use-adaptive Obsidian vault search. It uses Hebbian learning and graph centrality to rank files by usage and relevance.

onetrueclaude-creator/hebbian-vault

mcp-adzuna

by fabioba

MCP server exposing Adzuna's job search and salary analytics APIs as tools, including job search, category listing, salary histograms, top companies, regional data, historical salary data, and API version checking.

fabioba/mcp-adzuna

PBXMCP

by ethycs

Enables LLM agents to communicate with each other by placing and answering calls via a telephone exchange, with routing, hop budget, and call recording.

Ethycs/PBXMCP

nano-banana-mcp

by ipfans

Generates images using Google's Gemini model, with options to save to file or return as base64 data URL.

ipfans/nano-banana-mcp

Rabobank MCP Training Demo

by remseymailjard

A training MCP server that demonstrates how GitHub Copilot can securely access internal banking APIs, documentation, and architecture review prompts.

RemseyMailjard/Rabobank-MCP-training

MCP GeneLab Server

by sbl-sdsc

Converts natural language queries into Cypher queries against the NASA GeneLab Knowledge Graph, enabling AI-assisted analysis of spaceflight experiments and their biological effects.

sbl-sdsc/mcp-genelab

weatherLinnannmaaMCP

by mattiventa-siilisolutionsoyj

MCP server that provides weather information for the Linnannmaa area, enabling natural language queries to weather data.

MattiVenta-SiiliSolutionsOyj/weatherLinnannmaaMCP

EightyAndSunny

by omeirhaeghe

A weather-reactive MCP server that renders rich Open-Meteo weather widgets and provides plain JSON weather data, all without an API key.

omeirhaeghe/EightyAndSunny

agent-memory-mcp

by keithalindsay

A benchmarking MCP server that stores facts as both vector RAG and a knowledge graph, enabling head-to-head comparison of memory retrieval methods.

keithalindsay/agent-memory-mcp

oss-skills-mcp

by chiruu12

Guides AI agents through open-source contribution workflows, from finding issues to submitting PRs, while keeping decision-making and coding with the human contributor.

chiruu12/oss-skills-mcp

Claude MCP Data Engineer Server

by itsnikhile

Provides specialized tools for data engineering tasks like SQL formatting, dbt model generation, and Snowflake table creation. It enables users to analyze CSV data, validate pipeline configurations, and summarize ETL lineage through natural language.

itsnikhile/claude-mcp-data-engineer

Network MCP Server

by labeveryday

A Model Context Protocol server providing network diagnostic tools for AI agents, including connectivity testing, batch operations, local network info, and pcap analysis.

labeveryday/network-mcp

agente-mcp-streamlit-ecommerce

by emersonelio

Enables natural-language querying of an e-commerce dataset by providing a LangChain agent that uses tools to execute parameterized SQL queries on a SQLite database, with short-term memory and Streamlit or Claude Desktop interfaces.

emersonelio/agente-mcp-streamlit-ecommerce

racksmith

by amiirhosseini

MCP server for bare-metal lab operations, enabling inventory, commissioning, deployment, fabric audit, and job scheduling via Hermes agent skills and a tool server.

Amiirhosseini/racksmith

htb-app-mcp

by aeondave

Enables interaction with Hack The Box App services including machines, challenges, sherlocks, and more through the HTB API v4.

AeonDave/htb-app-mcp

MalBuddy

by amanbharti008

MCP server that integrates a headless Ghidra instance for binary reverse-engineering, enabling automated analysis and decompilation through a standardized interface.

amanbharti008/MalBuddy

Expense Tracker MCP

by keyurgit45

Provides tools for natural language expense management, including automated categorization using embeddings and real-time transaction tracking. It enables users to create expenses, generate spending summaries, and analyze subscriptions through the Model Context Protocol.

keyurgit45/expense-tracker-mcp

job-hunt-agent

by awen11123

Private Notion-backed recruitment tracker for AI/LLM engineer job hunting, exposed as an MCP server to manage applications, interviews, and contacts securely.

awen11123/job-hunt-agent

Kimi Coding MCP

by molicherry

Wraps the Kimi Coding Search and Fetch APIs into MCP tools for web searching and content retrieval. It enables LLMs to perform targeted searches and crawl web pages using standardized interfaces.

molicherry/kimicode-search

MCP Plus

by david3u

A lightweight MCP server that enhances AI agents with tools for codebase analysis, task delegation to sub-agents, multi-agent coordination through chatrooms, and project todo management.

David3u/MCP-Plus

hypertxt-mcp

by simplebytes-com

Provides MCP-compatible agents with a deliberately scoped content-operations toolset for managing Hypertxt projects, articles, and Google Search Console data.

simplebytes-com/hypertxt-python

MCP Excel Server

by mrgorrin40-tp

Enables AI agents to read, write, analyze, and transform Excel spreadsheets (.xlsx) through the Model Context Protocol.

mrgorrin40-TP/mcp-excel-server

Asistente Comercial MCP

by systemyuri

Provides an AI agent with tools to search and analyze customer, product, and sales data from an e-commerce database using natural language.

systemyuri/agente-mcp-groq

obsidian-mcp-fast

by thedavidquan01

Highly-performant MCP server for Obsidian vaults enabling sub-millisecond retrieval of notes without requiring Obsidian app, supporting Claude Desktop, Claude Code, Cursor, and other MCP clients.

thedavidquan01/obsidian-mcp-fast

databricks-mcp

by chrischotw

A read-only MCP server that enables users to query Databricks SQL, browse metadata, and monitor Delta Lake tables. It also supports tracking Databricks Jobs, DLT Pipelines, and cluster metrics through natural language interfaces.

ChrisChoTW/databricks-mcp

Meta Ads MCP

by anhnguyen0905

A read-only MCP server that pulls Meta Ads campaign, ad-set, and ad performance data to help users spot problems and adjust them in Ads Manager.

anhnguyen0905/meta-ads-mcp

okta-auth

by bunizao

MCP server for Okta authentication, enabling AI agents to log in, check sessions, list, delete, and get cookies using saved Okta sessions.

bunizao/okta-auth

code-graph

by osadan

Enables querying cross-repo code dependencies, HTTP routes, database tables, and queues via an MCP server using Cypher queries.

osadan/code-graph

open-neural-substrate

by pedroknigge

Enables Claude to access and manage a persistent, human-readable knowledge graph of neurons, with semantic search, memory consolidation, and local ownership.

pedroknigge/Open-Neural-Substrate

Aevo-MCP

by ribbon-finance

Connect AI agents to the Aevo trading platform. Retrieve market data, manage accounts, and execute trades easily

ribbon-finance/aevo-mcp

shell-use

by kyuheon-kr

Enables agents to interact with CLI applications like vim, htop, and gdb by sending key inputs and capturing terminal output through tmux sessions.

kyuheon-kr/shell-use

weconnect_mvp

by smengerl

A developer-focused server that exposes information from VW vehicles via a Model Context Protocol (MCP) interface. This project is designed for integration, automation, and experimentation with connected car data.

Smengerl/vw_connect_mcp