The MCP Trust Index.

wafergraph-mcp

by jasonpalmer1

Provides read-only access to wafergraph.com's semiconductor and AI supply-chain dataset, enabling search and retrieval of companies, segments, supply chain relationships, and M&A deals.

jasonpalmer1/wafergraph-mcp

GoHighLevel MCP Server

by traynewreck

Enables AI voice agents like RetellAI and Vapi to directly integrate with GoHighLevel for contact management, calendar availability, and appointment booking without middleware.

traynewreck/ghl-mcp

mcp-bench-router

by k1ta141k

Routes design tasks to the current top-ranked model from designarena.ai's crowdsourced leaderboard via OpenRouter.

K1ta141k/mcp-bench-router

human-loop-mcp

by dzulfiikar

Enables AI agents to ask human operators questions through polished browser dialogs, supporting text/choice/confirmation inputs and file attachments.

dzulfiikar/human-loop-mcp

browser-mcp-lite

by karolaapiarian589

Control Chrome with MCP for fast browser automation, page actions, and extension-based workflows in a small Lite package

karolaapiarian589/browser-mcp-lite

rpmc-superops-mcp

by rpmc-marco

Provides authenticated, read-only access to SuperOps data via MCP, supporting stdio and HTTP transports with privacy-safe redaction.

RPMC-Marco/rpmc-superops-mcp

mcp-data-delaware

by pipeworx-io

Query and explore Delaware Open Data datasets via Socrata API, including search, filtering, and metadata retrieval.

pipeworx-io/mcp-data-delaware

rokadoc MCP Server

by yuma-shin

Provides a Model Context Protocol interface to NTT Docomo's rokadoc RAG service, enabling document conversion and semantic search from MCP-compatible clients.

yuma-shin/rokadoc-mcp-server

pdf-triage-mcp

by vishalmeena2211

An MCP server for local PDF inspection that classifies, searches, extracts text and tables without uploading documents or relying on OCR, surfacing reliability warnings for garbled or scanned content.

vishalmeena2211/pdf-triage-mcp

AI-CV-Builder-MCP

by fatimaiqbal34

MCP server for AI-powered CV building, offering tools to create professional CVs, improve sections, match skills to jobs, and recommend skills.

fatimaiqbal34/AI-CV-Builder-MCP

Trello MCP Server

by mohamed-foly

Enables AI agents to interact with Trello boards through MCP tools, including listing tasks, moving cards, commenting, labeling, and managing attachments.

mohamed-foly/trello-agent-toolkit

OpsPilot

by cswfww123

Local AI ops broker that keeps SSH secrets on your machine, exposes intent-level MCP tools to agents, and requires approval via a loopback Web UI for dangerous writes.

cswfww123/OpsPilot

vision-mcp

by sulghu

An MCP server for image recognition and OCR via OpenAI-compatible vision APIs, supporting local files, URLs, and data URLs. Enables natural language image description and text extraction.

sulghu/vision-mcp

dissid-audit-mcp

by sidhunt

Wraps three deterministic audit scripts (funnel, accessibility, LLM visibility) as MCP tools, returning honest markdown reports with no fabricated results.

sidhunt/dissid-audit-mcp

oauth-mcp-server

by shylendra

A production-grade Model Context Protocol (MCP) resource server with OAuth 2.1 authorization, provider-agnostic and supporting multiple MCP specification versions.

Shylendra/oauth-mcp-server

Atlas

by moxellabs

Local-first MCP server for querying multi-repo engineering documentation artifacts from a SQLite corpus.

moxellabs/atlas

Encouragement MCP

by zekerutledge

Provides short, positive encouragement messages for AI coding agents during long-running or difficult tasks. Hosted on Cloudflare Workers with a public Streamable HTTP endpoint.

zekerutledge/encouragement-mcp

mcp-ical

by omar-v2

Transforms macOS calendar management into a conversational experience using natural language, allowing users to create, manage, and update calendar events seamlessly through an MCP-compatible client.

Omar-V2/mcp-ical

Cloudglue MCP Server

by cloudglue

Connects AI assistants to Cloudglue for video analysis, enabling video description, entity extraction, chapter segmentation, and metadata retrieval from various sources like YouTube and cloud storage.

cloudglue/cloudglue-mcp-server

deep-research-mcp

by pminervini

MCP server for OpenAI's Deep Research APIs, Gemini Deep Research Agent, Allen AI's DR-Tulu, and Hugging Face's Open Deep Research

pminervini/deep-research-mcp

or-info

by jmtrs

Enables AI agents to query OpenRouter model information including prices, ELO rankings, context, and perform comparisons.

jmtrs/or-info

Watsonx Visualization MCP Server

by tdognin

Provides automated data visualization and analysis tools that intelligently select from over 40 chart types based on data structure and patterns. It enables users to generate statistical insights, interactive dashboards, and professional reports in HTML, PNG, and Word formats.

tdognin/watsonx-visualization-mcp

ru-marketplace-mcp

by vladimir-human

MCP server that reads product data from Russian and Chinese marketplaces (Wildberries, Ozon, Yandex Market, Avito, etc.) — prices, availability, ratings, reviews, and seller details — with price comparison across sources. Requires no API keys; some sources use your Chrome session for anti-bot access.

Vladimir-Human/ru-marketplace-mcp

cursor-browser-mcp

by bcharleson

Enables AI agents to control Cursor IDE's built-in Browser Tab through a stdio MCP interface, providing accessibility snapshots with refs, click/type/fill, wait conditions, screenshots, and console/network inspection.

bcharleson/cursor-browser-cli

rob-mcp

by oyusypenko

MCP server providing x402-paid tools for tokenized stock data on EVM chains, including premium/discount, liquidity, whale activity, and a guarded trading wrapper for Robinhood Chain.

oyusypenko/rob-mcp

garmin-mcp

by marcelfortmann

Enables users to analyze their own Garmin Connect data—activities, sleep, HRV, Body Battery, training readiness—directly inside Claude Desktop.

marcelfortmann/garmin-mcp

mcp-repology

by pipeworx-io

Enables querying cross-distribution package versions and maintenance information via Repology, with tools for projects, problems, repositories, maintainers, and search.

pipeworx-io/mcp-repology

mcp2serial

by mcp2everything

A bridge that connects physical hardware devices with AI large language models via serial communication, allowing users to control hardware using natural language commands.

mcp2everything/mcp2serial

devscope

by lpbird

Enables AI agents to detect development environments, install missing tools, scan local code projects, and generate visual reports.

lpbird/devscope

Gmail + Google Docs MCP Server

by rohinigowdaiah1111

An MCP server that provides tools for drafting and sending Gmail emails, as well as creating and appending to Google Docs, using OAuth 2.0 authentication.

rohinigowdaiah1111/MCP-server

medimageparse-mcp

by anihitk07

Enables AI agents to segment 2D and 3D biomedical images using Microsoft's MedImageParse foundation models via free-text prompts, returning masks and statistics. Supports both local stdio MCP server and a hosted Azure API Management gateway for remote agents like Microsoft Foundry.

anihitk07/medimageparse-mcp

PowerPoint MCP Server

by hemanthx446

Enables AI assistants to create, inspect, and edit PowerPoint presentations programmatically using tools for slides, text, shapes, images, tables, and search-and-replace operations.

hemanthx446/ppt-mcp-server

Sorftime MCP Server

by ccchenhuohuo

Remote MCP server for read-only Sorftime Enterprise API access, enabling product, category, and keyword data queries with per-user JWT authentication and audit logging.

ccchenhuohuo/sorftime-mcp

mcp-trefle

by pipeworx-io

Enables querying a global plant database with over 1 million species, providing access to plant records and species search via natural language.

pipeworx-io/mcp-trefle

chess-mcp

by pab1it0

Provides access to Chess.com player data, game records, and public information through standardized MCP interfaces, allowing AI assistants to search and analyze chess information.

pab1it0/chess-mcp

DocuQueue MCP Server

by docuqueue

Enables creating professional documents (invoices, contracts, certificates, proposals, reports) via the DocuQueue API, with tools for template management, filling, previewing, and PDF generation.

docuqueue/docuqueue-mcp

friday-ai-codes/mcp

by friday-ai-codes

Provides MCP tools for Friday AI, enabling code indexing, Graph RAG, coding plans, and PR/MR operations via AI coding assistants like Cursor, Claude Code, and Codex.

friday-ai-codes/mcp

CoverAI MCP Server

by vibhore-lab

Automates cover letter generation and application question answering from job postings via local AI agents. Manages candidate profile and AI humanization rules to produce tailored, humanized application materials.

VIBHORE-LAB/jd-mcp

ClassCraftMCP

by yangisu

An MCP server for creating and validating lesson plans based on the 2022 revised Korean middle school math curriculum, providing context, validation, and rendering tools.

yangisu/ClassCraftMCP

DPC MCP Server

by dans-plugins

Enables querying the DPC Zettelkasten knowledge base with full-text search, note retrieval, and structural GraphQL queries, each answer backed by pinned GitHub source citations.

Dans-Plugins/dpc-mcp-server

mcp-systemctl

by rileylsmith1997

An MCP server that reports on and manages systemd services using systemctl and journalctl, enabling service listing, status, logs, and control operations.

rileylsmith1997/sample-mcp-systemctl

Freshdesk MCP Server

by nikhilchintawar

Enables fetching and searching Freshdesk tickets, including details like conversations, attachments, and custom fields, via natural language queries.

nikhilchintawar/freshdesk-mcp

Networking MCP

by otnielba

Local-first MCP server for research on AI-assisted browsing of a user-owned professional-network account (e.g., LinkedIn), providing read-focused tools such as profile, company, search, and feed reads.

otnielba/networking-mcp

CDP-MCP Server

by jekyll-001

Wraps Chrome DevTools Protocol to provide AI agents with low-level browser debugging tools including breakpoints, stack traces, stepping, network interception, and source maps.

jekyll-001/cdp-mcp-server

postgres-mcp-readonly

by mahin1995

A secure, read-only PostgreSQL MCP server that provides safe database introspection and querying capabilities.

mahin1995/postgres-mcp-readonly

Wedding Manager MCP

by choijay0310-spec

Enables users to manage wedding preparation tasks including timeline generation, budget review, vendor quote comparison, role assignment briefs, and drafting messages for family, vendors, and friends.

choijay0310-spec/wedding-manager-mcp

codemesh

by kiliman

CodeMesh enables AI agents to orchestrate any MCP server by writing TypeScript code, with self-improving capabilities through auto-augmentation of tool documentation.

kiliman/codemesh