The MCP Trust Index.

arabic-dict-mcp

by arnizamani

MCP server that provides grounded Arabic dictionary lookup, enabling AI agents to search word roots, inflections, and meanings from real dictionary data.

arnizamani/arabic-dict-mcp

SolidWorks-MCP

by sam-of-the-arth

Automated CAD using Anthropic's Claude and Solidworks

Sam-Of-The-Arth/SolidWorks-MCP

mysql-mcp-server

by mukul975

A production-ready MCP server for MySQL database operations, providing secure HTTP endpoints for read-only queries, performance analysis, and server monitoring.

mukul975/mysql-mcp-server

mrugankpednekar/bill_splitter_mcp

by mrugankpednekar

Track and split shared expenses across trips, events, and groups. Create groups, add expenses, and…

mrugankpednekar/bill_splitter_mcp

Mockups MPC

by kgnatx

A self-hosted MCP server and gallery for AI-generated mockups, enabling AI tools to send mockups via MCP tool calls for storage and browsing in a clean web gallery.

kgNatx/mockups-mpc

crosspost-mcp

by aleksey-panf

MCP server that lets AI agents cross-post content to Telegram, Discord, Mastodon, Bluesky, and Reddit — using free APIs only.

Aleksey-Panf/crosspost-mcp

shiori-mcp

by rusty4444

Enables interaction with Shiori, a self-hosted bookmark and read-it-later manager, for managing bookmarks and tags.

rusty4444/shiori-mcp

youtube-mcp

by ppiai

MCP server for YouTube Data API v3 enabling video search, channel lookup, trending content, comments, and playlist management.

PPiai/youtube-mcp

TheoremSearch-MCP

by fdscend

An MCP server for semantic search over 9.27 million mathematical statements from sources like arXiv and Stacks Project, offering 5 tools for filtered search, citation weighting, and dependency graph traversal.

FDscend/TheoremSearch-MCP

cross-shop

by ahalekelly

Batch-first MCP server for product search, product detail, and anonymous shipping quotes across public storefronts and marketplaces, exposing search, product, quote, and images commands with compact JSON output for AI agents.

ahalekelly/cross-shop

obsidian-tools

by glibalien

Enables natural language interaction with Obsidian vaults through an MCP server, providing hybrid search, file management, and AI-powered analysis.

glibalien/obsidian-tools

asymptote

by menokoog

Asymptote Static time & space complexity (Big-O) estimator for Python — built for agents. For people who enjoy algorithms. Asymptote is named for the curve that complexity is really about — the line your runtime approaches as n grows.

MenokoOG/asymptote

atlassian-browser-mcp

by geiserx

Browser-backed MCP wrapper for mcp-atlassian with Playwright SSO auth. Enables AI tools to access Atlassian Server/Data Center instances behind corporate SSO (Okta, SAML, ADFS) where API tokens are not available

GeiserX/atlassian-browser-mcp

AST MCP Server

by angrysky56

Provides advanced code structure and semantic analysis through Abstract Syntax Trees (AST) and Abstract Semantic Graphs (ASG) across multiple programming languages. It enables tasks like incremental parsing, complexity analysis, and AST diffing to help models understand and navigate codebases.

angrysky56/ast-mcp-server

break-clause-analyzer

by ankur-stockheads

Analyzes UK commercial lease break clauses by extracting clause text, checking four conditions (notice, arrears, vacant possession), and assessing validity with grounded citations and human-verify gates.

Ankur-stockheads/rubo-mcp

Canada Aida AI MCP

by csoai-org

Canada Aida AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/canada-aida-ai-mcp

mcp-imap

by andrewmalov

Enables AI agents to interact with email accounts via IMAP and SMTP, supporting mailbox listing, email search, retrieval, sending, and management.

andrewmalov/mcp-imap

NYTimes MCP

by jeffmm

Enables access to New York Times content through 5 specialized tools including article search, real-time news wire, most popular articles, monthly archives, and bestseller lists.

jeffmm/nytimes-mcp

GitHubMcpServer

by moksh555

Exposes GitHub REST API operations as AI-ready tools for managing repositories, tracking push history, and updating settings. It enables LLM agents to perform tasks like creating repositories, retrieving metadata, and monitoring branch activity through a standardized interface.

moksh555/GitHubMcpServer

crm-TI

by edufag

CRM para auxiliar no gerenciamento do setor de TI

EduFag/crm-TI

Google Sheets MCP Server

by santiagopereda

Provides a secure bridge for AI assistants to interact with the Google Sheets API via 31 tools for spreadsheet management, data manipulation, and table-level operations. It supports both Service Account and OAuth 2.0 authentication for tasks including batch updates, CSV imports, and conditional formatting.

santiagopereda/MCP_GoogleSheets

Argentina Legal Law MCP Server

by guidobonomini

A specialized MCP server for Argentine legal professionals, enabling legal research, document processing, case analysis, and practice management through integration with official Argentine legal databases.

guidobonomini/argentina-law-mcp-server

AI Team OS

by cronusl-1141

Turns Claude Code into a self-driving AI company with autonomous CEO, agent teams, and self-improvement capabilities.

CronusL-1141/AI-company

sigmodx-mcp

by sigmodx

Audit infrastructure for AI agents to log consequential decisions (invoice, GL, anomaly) and verify attestations via MCP tools.

Sigmodx/mcp-server

marketlens-llm-mcp

by marketlens-ai-platform

Enables product enrichment with sentiment analysis, category mapping, and attribute extraction; provides tools to fetch top products and cluster summaries.

MarketLens-AI-Platform/marketlens-llm-mcp

GitHub PR Analysis MCP Server

by samarora837

Enables the analysis of GitHub Pull Requests to extract metadata, commits, and code changes for structured AI insights. It also supports the optional creation of Notion pages to store and organize the resulting analysis.

samarora837/MCP-STDIO

DB Query MCP

by rubber25ba

Query SQLite databases via AI — safe read-only mode

rubber25ba/db-query-mcp

RAPT.io MCP Server

by tobiask1977

Enables monitoring and controlling KegLand RAPT fermentation chambers and RaptPill hydrometers through the RAPT.io API, including temperature control, PID configuration, and telemetry retrieval.

tobiask1977/raptio-mcp

jira-minimal-mcp

by vertliba

Minimal MCP server for Jira with configurable tools to reduce token usage, starting from ~150 tokens for basic issue retrieval.

vertliba/jira-minimal-mcp

OWASP Pentest Guide Knowledge Base

by sunick2009

Read-only MCP server for precise lookup, search, and versioned retrieval of OWASP testing guides (WSTG, MASTG, ISTG, AITG) with full provenance on every result.

sunick2009/mcp-owasp-pentesting-guide

mcp-agent-example

by kazmi-y

kazmi-y/mcp-agent-example

MCP Python Linter

by shelardipak

Enables Python code linting by integrating the Model Context Protocol with tools like pylint and the OpenAI API. It allows for dynamic tool discovery and uses LLMs to orchestrate tool selection and provide refined analysis of linting results.

shelardipak/MCP

MCPServer

by bhanuprakashdadi145

A production-ready MCP server built with Python, exposing 17 tools to manage users, products, and orders via a JSON-backed REST API, ready for Claude Desktop and any MCP client.

Bhanuprakashdadi145/Mcp-Server

TrueConf Server MCP

by trueconf

Enables managing TrueConf Server conferences, recordings, invitations, participants, chats, and calendars from any MCP client. Supports OAuth authentication and exposes 32 tools for conference, recording, and invitation management.

TrueConf/trueconf-server-mcp

OpenShift LightSpeed MCP Server

by thoraxe

Integrates OpenShift LightSpeed with Claude Code to provide AI-powered OpenShift assistance and troubleshooting.

thoraxe/ols-mcp

BlogPublisher

by perlahm0404

Multi-platform blog publishing tool that enables users to save, schedule, and publish SEO-optimized articles to platforms like websites, LinkedIn, Twitter, and Substack directly from Claude.

perlahm0404/BlogPublisher

db3-atlassian-mcp

by db3net

Lightweight MCP server for Jira, Confluence, and Bitbucket — read, create, and update from your AI IDE.

db3net/db3-atlassian-mcp

TickDB MCP

by tickdb

Unified real-time & historical market data API for Forex, stocks (US/HK/A-share), crypto, indices & precious metals. Tick, order book depth & K-line via REST + WebSocket. AI-native: MCP server, Skill & CLI.

TickDB/tickdb-unified-realtime-marketdata-api

blog-mcp

by akatjd

자동으로 네이버 블로그 글을 생성하고 발행하는 MCP 서버로, 사진과 간단한 정보를 입력하면 SEO 최적화된 초안을 작성하고 스타일 학습을 통해 개인화된 글을 쓸 수 있습니다.

akatjd/blog-mcp

agentql

by mcparmory

Load and parse webpages using natural language queries to extract structured data. Manage browser sessions for interactive automation and retrieve usage metrics.

mcparmory/registry

Amazon Seller MCP Server

by arseniib-o

Enables managing Amazon seller accounts directly from an AI assistant, with tools for listings, orders, pricing, inventory, and multi-marketplace switching.

ArseniiB-o/amazon-seller-mcp

Project Memory MCP

by spaghettirebel

Enables semantic search over a software project's Markdown and text documentation by indexing document chunks in Qdrant and exposing retrieval through MCP tools.

SpaghettiRebel/Project-Memory-MCP

Planview Portfolios Actions MCP Server

by norman2112

Enables creating, updating, deleting, and managing projects, tasks, financial plans, OKRs, and work hierarchy nodes in Planview Portfolios through natural language. Designed as the write-action companion to the read-only Planview Portfolios Beta MCP.

norman2112/portfoliosMCP

Charlotte-Mecklenburg MCP Server

by lavoiedavidw

An MCP server that exposes Charlotte, NC and Mecklenburg County open data as tools for an LLM agent, enabling queries about trash pickup, parcels, zoning, crime, and more by geocoding addresses and querying live ArcGIS layers.

Lavoiedavidw/Charlotte-City-MCP

lol-mode-mcp

by newjeans0722

Provides League of Legends mode-specific data including Arena augments, ARAM balance numbers, and mode mechanics, supporting both Chinese and English queries.

NewJeans0722/lol-mode-mcp

better-confluence-mcp

by twinity1

Syncs Confluence spaces to local files for efficient editing by coding agents, with tools for reading, writing, searching, and managing Confluence pages and attachments.

twinity1/better-confluence-mcp

mcp_safe_local_python_executor

by maxim-saplin

Stdio MCP Server wrapping custom Python runtime (LocalPythonExecutor) from Hugging Faces' `smolagents` framework. The runtime combines the ease of setup (compared to docker, VM, cloud runtimes) while providing safeguards and limiting operations/imports that are allowed inside the runtime.

maxim-saplin/mcp_safe_local_python_executor