The MCP Trust Index.

coer-nucleus

by pastarita

Maps any niche domain into a structured talent and ecosystem landscape using the CoER method. Enables MCP clients to read landscapes and contribute new ones via PRs.

pastarita/coer-nucleus

Ownership & Provenance Protocol

by bg4ff8mtdn-dotcom

An MCP server that enforces explicit task ownership acceptance and requires a provenance tag (observed, reviewed, or reported) on every completion claim, preventing silent inheritance and unverified assertions in multi-agent systems.

bg4ff8mtdn-dotcom/ownership-attestation-protocol

After Effects MCP

by borishalachev1

Connects your AI assistant to afterAI, a hosted After Effects pipeline. Edit raw clips into finished short videos with upscaling, color grade, subtitles, zoom, and beat-synced effects.

borishalachev1/after-effects-mcp

beliq-mcp

by beliq-eu

Validates electronic invoices (XRechnung, ZUGFeRD, Factur-X, Peppol BIS, etc.) against authority-pinned rules and explains failures.

beliq-eu/beliq-mcp

print-advisor-mcp

by vandurmedries

Calculates 3D printing cost, time, material weight and build-plate fit from plain dimensions given in the conversation, with no STL upload and no API key. Covers PLA, PETG, ABS, ASA, TPU, Nylon, PC and PLA-CF, plus build volumes for Bambu Lab, Prusa, Creality, Voron and Elegoo printers.

vandurmedries/print-advisor-mcp

mcp-openfoodfacts

by pipeworx-io

Enables querying Open Food Facts product database by barcode, full-text search, category, brand, or country.

pipeworx-io/mcp-openfoodfacts

inkscape-mcp

by sandraschi

Headless Inkscape SVG automation via FastMCP — 60+ ops: create, boolean, LPE, export, text, fleet pipeline. Batch without GUI tour. For Cursor / Claude Desktop. Webapp + Tauri.

sandraschi/inkscape-mcp

Nutrition Research Assistant

by yash-desai-naik

Enables natural-language nutrition research for Indian foods, combining a curated knowledge base with hybrid RAG and specialized agents. Provides MCP tools for knowledge search, safe calculations, document retrieval, and optional live web search.

yash-desai-naik/interview-task-mcp

Storymapper

by tomatap

A User Story Map and Kanban board that a human and an AI coding agent plan together in real time via MCP, with live bidirectional sync and governance enforcement.

TomAtAP/storymapper

Facebook Ads MCP

by pipeworx-io

Enables AI agents to browse and query Facebook Ads data including ad accounts, campaigns, ad sets, and performance insights via natural language.

pipeworx-io/mcp-facebook_ads

Todokit MCP Server

by j0hanz

A task management and productivity tool that enables creating, updating, filtering, and organizing todos with tags, priorities, and due dates, all stored locally in JSON format.

j0hanz/todokit-mcp-server

mcp-quotable

by pipeworx-io

Wraps the Quotable API to search for quotes by keyword or phrase, returning matching quotes with author names and topic tags.

pipeworx-io/mcp-quotable

deck

by bassotov

Enables agents to create, read, and edit slide decks as plain markdown files, with support for drawing annotations, and handles deck management through MCP tools.

bassotov/deck

github-webhook-mcp

by liplus-project

Real-time GitHub webhook notifications for Claude via Cloudflare Worker + Durable Object, enabling AI to monitor and manage GitHub events.

Liplus-Project/github-webhook-mcp

aware-connector

by camilopiedra92

MCP server for Autodesk's Aware employee directory, enabling search for people by name, email, or title, fetching individual records, viewing org reporting lines, and reading your own profile. It uses your own logged-in session to access the same data as the web app, read-only.

camilopiedra92/aware-connector

徐铭古诗词 MCP

by iamxuming

A Chinese classical poetry query service for MCP clients, deployed on Cloudflare Workers, enabling search, random selection, author/dynasty/type listing, and statistics across nearly 400,000 works from Tang, Song, Yuan, and more.

iamxuming/poetry-mcp

gaea-mcp

by aguai2018

MCP server + AI skill that actually drives QuadSpinner Gaea 2: author .terrain projects, validate them in Gaea, and build/export. Encodes the licence, schema-version and mask-bitdepth traps that public Gaea tooling gets wrong.

aguai2018/gaea-mcp

plzebo-mcp

by wkoverfield

Enables cost-parity benchmarking of agent loops by starting, extending, and monitoring paired trials, and retrieving receipts with statistical verdicts.

wkoverfield/plzebo

bakery_data_mcp

by t2hnd

t2hnd/bakery_data_mcp

repo-ctx

by ankkitraj4

Provides a unified context layer for LLMs by storing and retrieving repo-specific and cross-repo patterns via MCP tools, enabling instant context without re-exploring.

ankkitraj4/repo-ctx

AU-BizIntel MCP Server

by ljdigital

Gives any MCP-compatible AI agent instant access to the Australian Business Register (ABR) — plus AI-powered business intelligence. Search 8M+ registered Australian entities by name or ABN, get full profiles, check GST status, and get an AI-generated opportunity assessment for any business.

ljdigital/au-bizintel-mcp

Apple Reminders MCP

by augustofranke

Enables model-controlled read/write access to macOS Reminders, including lists, reminders, dates, repeats, early reminders, priority, flags, notes, and URLs.

augustoFranke/apple-reminders-mcp

Mono Memory MCP

by potato-castle

A lightweight MCP server that gives AI assistants persistent, shared memory across sessions and team members, backed by a single SQLite database. It enables saving, searching, and retrieving observations and project context to maintain continuity and team knowledge.

potato-castle/mono-memory-mcp

Sticky Notes

by sheheryar-ahmad

add sticky notes

Sheheryar-Ahmad/Sticky-Notes-MCP

brand-voice-mcp

by zoharbabin

Enforces brand writing guidelines in Claude Code by analyzing Markdown files for violations and offering on-demand readability analysis and automated term fixes through MCP tools.

zoharbabin/brand-voice

veilbrowser

by acunningham-ship-it

Stealth browser automation over raw CDP, driving a real unmodified Chrome with no Playwright or Puppeteer in the stack. Returns numbered element refs from the accessibility tree so a model clicks ref 3 instead of guessing a CSS selector, and can attach to an already-running Chrome to reuse logged-in sessions.

acunningham-ship-it/veilbrowser

LocalForge

by aditya1503

Enables hybrid agentic coding by delegating token-heavy implementation, editing, and test-debug loops to local open-source models while frontier cloud models handle architecture and review, reducing premium API token usage and keeping code private.

aditya1503/MCPRelay

guild

by avichaldwivedi2205

Multiplayer visual workspace for humans and local AI Workers

AvichalDwivedi2205/guild

Harvest MCP Server

by mikkokam

The most complete Harvest time tracking integration for Claude, with 54 tools covering all major Harvest API v2 endpoints for time entries, projects, tasks, clients, expenses, team assignments, and reports.

mikkokam/harvest-cowork-mcp

teams-agent-mcp

by techtdev-labs

MCP server that enables agents to interact with Microsoft Teams by listing channels and members, and asking humans questions, with replies routed back to the agent session.

techtdev-labs/teams-agent-mcp

CSV MCP Assistant

by dheemanth-hub

Enables querying CSV or Excel data using natural language through MCP tools, running pandas operations on an uploaded dataset.

dheemanth-hub/FastAPI-MCP

openvaluation

by yagebin79386

Provides startup valuation methods with auditable calculations, readiness checks, and explanations through MCP tools.

yagebin79386/openvaluation

skillguard

by rudrendupaul

Security scanner for third-party AI agent-skill files: SKILL.md manifests, hooks, and bundled scripts, exposed via an MCP tool.

RudrenduPaul/skillguard

python-devtools

by holo-q

Enables live runtime inspection of any Python application, allowing MCP clients to query state, evaluate expressions, inspect objects, and read source code while the app runs.

holo-q/python-devtools-mcp

mcp-metals-api

by pipeworx-io

Wraps the Metals-API to provide real-time precious metals data (gold, silver, platinum, palladium) via natural language queries, part of the Pipeworx gateway for AI agents.

pipeworx-io/mcp-metals-api

remote-mcp-authless

by d3hl

A remote MCP server deployed on Cloudflare Workers without authentication, enabling integration with AI Playground and Claude Desktop.

d3hl/remote-mcp-terraform-authless

roo-mcp

by dzisner

Enables AI clients to create, manage, and configure Roo smart shortlinks and their add-ons, such as QR codes, scheduled redirects, and webhooks, through MCP tools.

dzisner/roo-mcp

MindGraph

by camerontjs-dot

Local, graph-augmented retrieval engine for personal Markdown knowledge bases. One SQLite file, no service. Fuses BM25 + sqlite-vec with RRF and walks a typed [[link]] graph.

camerontjs-dot/MindGraph

giftful-mcp

by matt-pulsipher

A local MCP server for managing Giftful lists and wishes programmatically, with secure authentication, credential-vault storage, and tools for lists, wishes, categories, claiming, and social browsing.

matt-pulsipher/giftful-mcp

mcp-nagios-crunchtools

by crunchtools

Enables secure interaction with Nagios Core for querying host and service status, acknowledging problems, adding comments, scheduling forced checks, and reading notification history.

crunchtools/mcp-nagios

RegistrumMCP

by vdmeu

UK Companies House API- Query live UK company data via the Registrum API. Tools for company search, enriched profiles, iXBRL financials (P\&L + balance sheet), director history, and corporate network mapping via shared director connections.

vdmeu/registrum-mcp

layercake

by alphacornutum

A local MCP server that connects AI agents to Adobe After Effects, enabling reliable project inspection, reasoning, and controlled mutations through structured tools and typed patches.

alphacornutum/layercake

onshape-mcp

by kyle-nelson-berkeley

Enables Claude Code to drive OnShape CAD through the REST API for parametric modeling, FeatureScript queries, and STL export/verification.

kyle-nelson-berkeley/onshape-mcp