The MCP Trust Index.

mcp-foresea

by pareelamre

Calibrated probability forecasts for any resolvable question — with evidence, prediction-market edge (Polymarket/Kalshi), and a live resolved track record.

pareelamre/analyzing-llm-rationale

Android Skills MCP

by skydoves

Provides AI coding assistants with access to Google's Android development skills library through an MCP server. Enables developers to discover, search, and apply Android best practices directly within their coding environment without manual copying.

skydoves/android-skills-mcp

devilge

by yercko

Enables AI assistants to build, drive, and observe Android/KMM apps end-to-end through ADB and Gradle, with tools for UI automation, error capture, and testing.

Yercko/devilge

pigeon

by pepperonas

Forwards browser console errors, warnings, and unhandled rejections to Claude Code via MCP, enabling natural language debugging.

pepperonas/pigeon

waterloo-learn-mcp

by largolardo

MCP server that lets AI assistants access University of Waterloo LEARN course data (announcements, content, grades, assignments, outlines) and search past assessments in Google Drive.

LargoLardo/waterloo_learn_mcp

Obsidian MCP Server

by eddmann

Enables LLMs like Claude and ChatGPT to access and manage git-backed Obsidian vaults through tools for file operations, search, tags, and journal logging.

eddmann/obsidian-mcp

macos-control-mcp

by peterhdd

Give AI agents eyes and hands on macOS.

PeterHdd/macos-control-mcp

Primitiv

by ai-by-design

Design contract layer for AI agents. Scans Figma, code, Storybook, and token files, reconciles conflicts, and serves a single machine-readable source of truth so every agent gets the same authoritative design rules before it builds. Local-first.

AI-by-design/primitiv

mcp-amplitude

by pipeworx-io

Enables querying Amplitude analytics data including events, active users, retention, and user profiles through natural language or direct tool calls.

pipeworx-io/mcp-amplitude

fts-gate-mcp

by digitable-lol

MCP server for fts-gate. It enables verification of FTS executable specifications through proof-carrying checks, exposing tools to run gate checks (fts_gate_check) and list available morphisms (fts_morphisms_list), with rejection of invalid proofs via structural logical fallacy detection.

digitable-lol/fts-gate

voice-mcp

by ally596

An MCP server for AI voice synthesis with an inline audio player, allowing users to give their AI assistant a custom cloned voice using DashScope or ElevenLabs.

ALLY596/zero-voice-mcp

spdk-compression-vbdev

by tsm2k

tsm2k/spdk-compression-vbdev

mcp_server_webcrawl

by pragmar

Bridge the gap between your web crawl and AI language models. With mcp-server-webcrawl, your AI client filters and analyzes web content under your direction or autonomously, extracting insights from your web content. Supports WARC, wget, InterroBot, Katana, and SiteOne crawlers.

pragmar/mcp_server_webcrawl

findata-mcp

by msrikar7

A Financial Data Quality and AI Inference Evaluation MCP server that provides tools for auditing, bias detection, model evaluation, outlier scoring, A/B testing, and KPI reporting.

MSrikar7/findata-mcp

GPT Image 2

by borys520

Exposes OpenAI's gpt-image-2 model for image generation and iterative editing through MCP tools.

borys520/gpt-image-2-mcp

mcp-z3-prover

by daedalus

MCP server exposing Z3 solver API for creating variables, adding constraints, and solving SMT problems with optimization support.

daedalus/mcp-z3-prover

MCP-Sentinel

by roshinimlakshmana

A safety guard for AI assistants that inspects actions (file reads, queries, etc.) and classifies them as SAFE, SUSPICIOUS, or BLOCK with explanations, using both known-attack patterns and behavior-based zero-day detection.

RoshiniMlakshmana/MCP-vulnerability-detection

Netdisco MCP

by omichelbraga

Enables AI agents to interact with the Netdisco network management platform through its complete REST API, supporting device inspection, port queries, VLAN searches, and job management.

omichelbraga/netdisco-mcp

Agora MCP Server

by kevins-openclaw-lab

Provides AI agents with tools to interact with the Agora prediction market, allowing them to register, trade shares, and create new markets. It enables agents to manage their portfolios and earn reputation through accurate predictions across various categories.

kevins-openclaw-lab/agora-mcp

EVIDIQ Lineage

by evidiq

Deterministic supply-chain provenance, SBOM/AI-BOM generation, and dependency risk analysis for npm and PyPI packages, with 14 security rules and verifiable reports.

evidiq/evidiq-lineage-mcp

kanpla-mcp

by diarmind

Unofficial read-only MCP server to log into Kanpla and read canteen menus using your account credentials.

diarmind/kanpla-mcp

seo-toolkit-mcp

by gmoneyn

SEO toolkit MCP server for analyzing meta tags, robots.txt, sitemaps, keyword density, readability, and heading structure from any AI assistant that supports MCP.

gmoneyn/seo-toolkit-mcp

fpt-mcp

by abrahamadsk

MCP server for Autodesk Flow Production Tracking (ShotGrid) enabling AI assistants to query, create, update, and delete entities via the ShotGrid API with built-in RAG anti-hallucination and safety layers.

abrahamADSK/fpt-mcp

google-health-mcp

by partymola

MCP server for the Google Health API: heart rate, activity, sleep, SpO2, HRV, ECG and irregular-rhythm notifications, read into a local SQLite cache for fast offline queries and trend analysis. OAuth 2.0 with automatic token refresh, incremental sync, a cache-only offline mode, and a doctor command that diagnoses a setup without spending quota.

partymola/google-health-mcp

mcp-server-deepseek

by vincentf305

A Model Control Protocol server implementation that allows Claude Desktop to use Deepseek models running in Docker, enabling seamless integration between Claude Desktop and Deepseek's language models.

vincentf305/mcp-server-deepseek

kcsc-design-mcp

by lhs1152-lgtm

Enables AI assistants to retrieve and cite South Korean national construction standards (KDS/KCS) with tables and formula images via the KCSC OpenAPI, and to use design decision trees, validation, and blank Excel templates directly in the chat interface.

lhs1152-lgtm/kcsc-design-mcp

codebeamer-mcp

by 3knightcz

An MCP (Model Context Protocol) server for Codebeamer ALM. Allows Claude and other MCP clients to read and write projects, trackers, and items in Codebeamer using natural language.

3KniGHtcZ/codebeamer-mcp

Ticket Management & Meeting Overview MCP Server

by balaji2830

An MCP server for managing tickets and meetings with CRUD operations, backed by PostgreSQL, and includes a REST API and React frontend.

Balaji2830/ticket-management-meeting-overview-mcp-server

bitbucket-mcp

by marcusyoda

marcusyoda/bitbucket-mcp

statlyte

by richardwilkinson9

Enables assistants to access up-to-date LLM pricing, context windows, and model identifiers, with tools to estimate costs, find cheapest models, and check scheduled price changes.

richardwilkinson9/statlyte-data

mcp-opnsense-dnsmasq

by slyke

A LAN-hosted MCP server for safely querying and managing OPNsense Dnsmasq DHCP state through the official OPNsense API, with tools to view and modify DHCP leases, static reservations, settings, and more.

Slyke/mcp-opnsense-dnsmasq

dagster-mono-mcp

by pjatx

A lightweight MCP server providing a single tool to interact with Dagster instances via its GraphQL API for managing runs and logs. It features minimal token overhead and optional Cloudflare Access authentication for secure deployments.

pjatx/dagster-mono-mcp

resume-mcp

by mattjjahn-spec

A resume MCP server that enables AI agents to search work history by keyword or meaning, retrieve detailed company info, and send scheduling emails, turning a static resume into interactive tools.

mattjjahn-spec/resume-mcp

cisco-pt-mcp

by tanghui-li

Tanghui-Li/cisco-pt-mcp

slide-mcp

by rikuto-des

Create designed Figma Slides by chatting with GitHub Copilot or Claude. It generates polished, multi-layout decks with 31 layouts and 17 design systems directly in Figma.

Rikuto-des/slide-mcp

openfoam-mcp

by kimlnw

Turns any MCP client into an OpenFOAM setup and debugging co-pilot, enabling case scaffolding, dictionary edits, mesh sizing, inlet turbulence calculations, and solver-log convergence checks through natural language.

kimlnw/openfoam-mcp

Universal MCP Gateway

by samuel-mencke

A self-hosted MCP gateway that aggregates all your MCP servers behind a single Streamable HTTP endpoint, with automatic registry discovery (19,000+ servers), on-demand Docker provisioning, multi-device support via SSH, OAuth2 PKCE authentication, and a workflow engine for saving and replaying multi-step tool sequences.

Samuel-Mencke/mcp-gateway

qiskit-mcp-server

by common-good-industries

An MCP server that gives Claude hands-on access to quantum computing via Qiskit, enabling building circuits, simulation, statevector inspection, transpilation, and optional execution on real IBM quantum computers.

Common-Good-Industries/qiskit-mcp-server

mcp-fsolar

by ricardosantos

MCP server that connects to Felicity Solar cloud battery data, allowing natural language queries about battery status, cell voltages, and charge state.

RicardoSantos/mcp-fsolar

MCP Stdio Wrapper

by joshuagreeff

A development tool that serves as a bridge to launch and inspect other stdio MCP servers on demand, ensuring a clean process for every operation. It enables developers to bypass host caching issues by providing tools to list and call target server components during active development.

JoshuaGreeff/mcp-stdio-wrapper