The MCP Trust Index.

Tools Berry MCP Server

by edyda99

Answers US paycheck and payroll-tax questions for 2026 with real arithmetic, including take-home pay, bonus withholding, state comparisons, and per-state rate schedules for all 50 states and DC.

edyda99/tools-berry-mcp

PureRank MCP Server

by vadimsv1

Enables AI agents to score drafts for AI-content-spam risk before publishing and scan entire sites, providing a pre-publish QA gate with pass/warn/fail verdicts.

vadimsv1/purerank-mcp-server

mcp-sandbox-computer-vm-for-ai

by flujo-app

MCP server that gives AI agents isolated, named Linux computers with stable IDs and lifecycle control. Supports multiple backends like Docker, Fly Machines, Modal, and E2B, with a dashboard for managing sandboxes.

flujo-app/mcp-sandbox-computer-vm-for-ai

pdml-agent

by happyhackingorange

An MCP server that enables interaction with property-driven machine learning experiment pipelines, including listing experiments, retrieving configs, comparing runs, and executing experiments with approval gates and full tracing.

HappyHackingOrange/pdml-agent

godot-mcp

by blentz

An MCP server that lets an AI agent work on a Godot 4.x project the way a developer does: read and edit scenes, write scripts, build, test, run, look at the result, and debug what went wrong.

blentz/godot-mcp

trustbench

by lithvall

Provides tools to look up providers, fetch receipts, and verify Ed25519 signatures for x402 payments on Base and Solana, with no API key needed for basic operations.

lithvall/TrustBench

logflare-mcp

by fasterv410

Enables querying and managing Logflare log sources, endpoints, and executing ad-hoc SQL via MCP.

fasterv410/logflare-mcp

senegal-mohebs-tlm-server

by idinsight

A shared memory MCP server for the Senegalese MOHEBS teaching and learning materials pipeline that ensures AI-generated documents remain consistent in characters, terminology, and concept coverage while varying example domains, operating across grade and subject via Firebase storage.

IDinsight/tlm-authoring-mcp

Open Brain

by shawnsammartano-hub

A remote MCP server enabling semantic memory across multiple AI platforms like Perplexity Comet and Claude Desktop, with vector embeddings for intelligent retrieval.

shawnsammartano-hub/ob1-local-stack

solidit-mcp-server

by hblackfoxx

Connects AI assistants to Solodit's 49,000+ blockchain vulnerability database, enabling search, browse, and lookup of audit findings directly from your AI workflow.

HBlackfoxx/solidit-mcp-server

Observability MCP Server

by sandraschi

Provides comprehensive monitoring and observability for MCP server ecosystems with real-time health checks, performance metrics, distributed tracing, anomaly detection, and automated performance reports using OpenTelemetry and Prometheus.

sandraschi/observability-mcp

clinical-evidence-mcp

by danielk-am

Searches medical literature, clinical trials, drug labels, and adverse-event reports via official public APIs, returning structured records with source URLs and timestamps.

danielk-am/clinical-evidence-mcp

HiveComputeGrid

by srotzin

Cross-pool compute auction grid with a 15-agent fleet that bids on compute from io.net, Akash, Render, and more. Verify compute with Groth16 proofs and settle in USDC.

srotzin/hive-mcp-compute-grid

mcp-google_calendar

by pipeworx-io

Enables AI agents to interact with Google Calendar through natural language, supporting listing, creating, and searching events across accessible calendars.

pipeworx-io/mcp-google_calendar

Potassium MCP

by mrketa

A local MCP bridge between AI applications and the Potassium Roblox client.

mrketa/potassium-mcp

mcp-worker

by aryankeluskar

A lightweight template for deploying stateless Model Context Protocol (MCP) servers on Cloudflare Workers using the Agents SDK. It provides a simple way to wrap MCP tools into Worker-compatible fetch handlers for serverless tool-calling capabilities.

aryankeluskar/mcp-worker

prompt-enhancement-mcp-server

by ramvishvas

Enables users to enhance rough prompts into more detailed, clear, and effective versions using multiple AI providers like Anthropic, OpenAI, and Gemini. Supports custom templates and integrates with any MCP-compatible client.

ramvishvas/prompt-enhancement-mcp-server

Angel One Mcp

by ameernoufil

MCP server for Angel One SmartAPI. Lets AI clients trade Indian stocks, manage orders and GTT rules, read holdings/positions/funds, fetch quotes/candles/OI/Greeks, and estimate margin/brokerage with TOTP login and built-in safety guards.

ameernoufil/angel-one-mcp

time-mcp

by kitallis

A remote MCP server that provides ambient time awareness, enabling current time, timezone conversion, calendar math, and elapsed-time calculations via natural language, designed for Claude custom connectors.

kitallis/time-mcp

Daraja API MCP Server

by jackscodevault

Provides AI assistants with access to comprehensive Safaricom Daraja API documentation for all 22 M-Pesa APIs through searchable tools, enabling developers to query payment processing, transaction management, and business operations documentation.

JacksCodeVault/mpesa-daraja-mcp

financecontext-mcp

by ezrazhang7

A remote MCP server that lets LLM agents reason over a user's real financial data using the user's own Supabase JWT for security, offering tools for reading accounts, transactions, spending summaries, and drafting rules with human approval.

ezrazhang7/financecontext-mcp

prometheus-mcp-server

by pab1it0

Provides access to Prometheus metrics and queries through standardized Model Context Protocol interfaces, allowing AI assistants to execute PromQL queries and analyze metrics data.

pab1it0/prometheus-mcp-server

gemini-sidekick

by miyashs

A remote MCP connector deployed as a Cloudflare Worker that gives Claude access to Google Gemini models, enabling image generation/editing, model auditing, and large context digesting.

MiyaSHs/gemini-sidekick

Sync Licensing MCP Server

by ecarcamo

A local MCP server for music sync-licensing that enables searching tracks, checking rights clearance, calculating license costs, generating contracts, and registering usage via JSON-RPC 2.0.

ecarcamo/MCP-Local-Redes

Expo MCP Server

by rukafuu

A secure local MCP server that allows AI assistants to inspect and diagnose Expo-based React Native projects, offering read-only tools for project summary, doctor checks, dependency validation, and public config retrieval.

Rukafuu/ExpoMCP

Remote MCP Server on Cloudflare (Without Auth)

by freshmurry

A template for deploying MCP servers to Cloudflare Workers without authentication. Enables quick deployment of custom MCP tools that can be accessed from Claude Desktop or the Cloudflare AI Playground via server-sent events.

freshmurry/my-mcp-server

Guck MCP Server

by tillkolter

Guck is a tiny, MCP-first telemetry store for agentic debugging. It provides token-efficient log analytics by capturing JSONL telemetry events and exposing a minimal MCP toolset for fast, filtered queries.

tillkolter/guck-mcp

After Effects MCP

by leo10m2010

An MCP server that allows AI agents to control Adobe After Effects, enabling project inspection, composition creation, layer addition, file import, ExtendScript execution, and rendering via aerender.

leo10m2010/mcp-after

komnet

by komdosh

Git-backed message bus for AI coding agents — Claude Code, Cursor and Codex coordinate asynchronously, with no server

Komdosh/komnet

midi

by allllll703

Enables audio transcription to multi-instrument MIDI files using MuScriptor, supporting local files and HTTPS URLs with safety controls.

ALLLLLL703/midi

MCP-Clinic-Bot

by sankett13

AI-powered medical clinic chatbot using Model Context Protocol (MCP) with Google Gemini AI. Features appointment management, clinic information retrieval via ChromaDB vector search, and a responsive React frontend. Built with Node.js, MongoDB, and MCP Server architecture.

sankett13/MCP-Clinic-Bot

PayQL

by paulieb14

PayQL is an MCP server that lets any AI agent query The Graph and pay per query in USDC — gasless, keyless, bring-your-own-wallet.

PaulieB14/payql

SION Taller Rust MCP Server

by rudevairr-sys

MCP server for the SION_TALLER_RUST workspace, enabling managed GitHub-to-Cargo workflows with governance, safety noops, and explicit approvals.

rudevairr-sys/SION_TALLER_RUST

Tokenomics MCP

by jonthads

Counts LLM prompt tokens and estimates API costs across OpenAI and Anthropic models directly inside MCP-compatible chat clients. Supports exact tokenization for OpenAI models and fallback approximation for Claude when no API key is present.

JonThads/tokenomics

erdlens

by ryanda9910

MCP server that reads your database schema from SQL DDL, Prisma, Drizzle, TypeORM, or SQLAlchemy, generates a Mermaid ER diagram, and writes it into your documentation, with drift detection to keep diagrams up-to-date.

ryanda9910/erdlens

MCP Server

by lautarotetamusa

Test MCP server and client to control advisors api

Lautarotetamusa/AdvisorMcp

cloud-command

by androsh7

Enables LLMs to create, destroy, and manage AWS EC2 instances, including running commands via interactive shells.

Androsh7/cloud_command

kokoro-tts

by neosun100

Enables AI agents to generate high-quality speech with 54+ voices in multiple languages via MCP tools.

neosun100/kokoro-tts

datetime-mcp-server

by bossjones

This server enables users to store, manage, and summarize notes using a custom URI scheme, with functionality to add new notes and generate summaries with varying levels of detail.

bossjones/datetime-mcp-server

Beneat

by mmmmuhib

On-chain risk enforcement and behavioral analytics for autonomous trading agents on Solana.

mmmmuhib/beneat-mcp

Chrome Debug MCP Playwright

by robertheadley

An MCP server to allow you to debug webpages using LLMs

robertheadley/chrome-debug-mcp

loginwa

by satuapps

LoginWA MCP: WhatsApp OTP, device status, send message, and broadcast for AI agents. LoginWA hosts the WhatsApp session, so no VPS, no Baileys to babysit, no reconnect loops. Free tier 100 messages a month, paid from $1. Pricing: https://loginwa.com/pricing

satuapps/loginwa-sdk

Cloudflare MCP Server for Static Sites

by lennyzeltser

Turns any static website into an MCP-searchable knowledge base by deploying a Cloudflare Worker that provides full-text search tools, enabling AI assistants to search and retrieve content from your site.

lennyzeltser/cloudflare-mcp-for-static-sites

mem-port

by rsl-innovation

A local MCP server that gives AI copilots a shared, portable long-term memory backed by an embedded knowledge graph, with semantic search and export/import capabilities.

rsl-innovation/mem-port

kicad-copilot

by biosshot

AI-powered MCP server for KiCad that enables creating and modifying schematics, searching components, managing hierarchical projects, generating PCB placement, routing boards locally, and creating copper pours through natural language.

biosshot/kicad-copilot

french-admin-mcp

by mcp-tools-lab

Helps citizens and businesses navigate French bureaucracy with AI, covering taxes, social charges, benefits, invoices, administrative letters, collective agreements, and retirement.

mcp-tools-lab/french-admin-mcp

cisco-axl-mcp

by calltelemetry

An MCP server that enables AI assistants to manage Cisco Unified Communications Manager (CUCM) via AXL SOAP API, supporting provisioning, configuration, and database queries through natural language.

calltelemetry/cisco-axl-mcp