The MCP Trust Index.

exif-mcp

by myworkgmail001-sketch

An MCP server that lets LLMs read and edit image metadata (EXIF, GPS, XMP, ICC, IPTC, and more) entirely offline. Supports files, URLs, base64, and includes a browser-based UI for analysis, GPS extraction, and metadata stripping.

myworkgmail001-sketch/exif-mcp

5arz Proof-of-Human

by lumirx

Enables agents to prove and verify that a real, unique human performed an action, issuing machine-readable signed credentials with public verification.

LumiRx/5arz-proof-of-human

TylerFlar/claude-piazza-mcp

by tylerflar

MCP server for Piazza Q&A platform, enabling course management, post creation, search, and user interactions via reverse-engineered API.

TylerFlar/claude-piazza-mcp

public-data-lens

by hike-lab

MCP-based discovery and judgment layer for Korea’s open data portal—helping AI agents find, compare, and assess datasets with explicit evidence, JSON-LD/DCAT metadata, and versioned deterministic rules.

hike-lab/public-data-lens

mcp-malwarebazaar

by pipeworx-io

Enables querying the abuse.ch MalwareBazaar database for malware samples by tag, family, signature, or recent submissions.

pipeworx-io/mcp-malwarebazaar

Observability Agent MCP

by hmrdkn-labs

A portable, read-only Model Context Protocol server for turning observability data into bounded evidence that AI agents can inspect safely.

hmrdkn-labs/pak-satpam

brave-answers-mcp

by nazerim

MCP server that wraps the Brave Answers API, enabling synchronous Q&A and asynchronous deep research with job submission, status polling, and result retrieval.

nazerim/brave-answers-mcp

byndr-dev

by covagashi

Enables LLM-driven data enrichment for EPLAN article databases, allowing proposals for missing translations and descriptions through a Model Context Protocol server.

covagashi/byndr-dev

Paylo MCP Server

by nodeshift-nigeria

Enables AI agents to interact with the Paylo commerce ecosystem, allowing them to discover merchants, search products, manage shopping carts, and facilitate transactions through Paystack payment integration.

nodeshift-nigeria/paylo-mcp-server

token-pilot

by digital-threads

MCP server that reduces token consumption in AI coding assistants by up to 90% via structural reads, PreToolUse hooks, and tp-\* subagents.

Digital-Threads/token-pilot

claude-whatsapp-mcp

by ferazfhansurie

Enables Claude Code to interact with WhatsApp for reading messages, sending replies, and searching contacts through the Model Context Protocol. It uses whatsapp-web.js to facilitate local connection management with QR code authentication and session persistence.

ferazfhansurie/claude-whatsapp-mcp

browser_mcp

by eric-vergo

Enables Claude to navigate, screenshot, read console/network, and crawl links in HTML documentation via a co-located headless Chromium and VSCode webview pane.

eric-vergo/browser_mcp

StellarMCP

by ggoldani

MCP server for Stellar that provides tools for accounts, payments, XDR, Horizon/Soroban RPC, AMM liquidity, SEP anchors, and Soroban contract operations.

ggoldani/stellar-mcp

mcp-irail

by pipeworx-io

Provides real-time Belgian rail (SNCB/NMBS) data via the iRail API, enabling AI agents to query train schedules and live information.

pipeworx-io/mcp-irail

Unsloth session memory MCP

by kashyaparun25

A read-only MCP server that lets Unsloth Studio retrieve earlier local chat sessions from its SQLite database, providing tools to list, get, recall, and search sessions while excluding system messages and redacting sensitive patterns.

kashyaparun25/unsloth-session-memory-mcp

mcp-browser-kit

by ndthanhdev

An MCP Server that enables AI assistants to interact with your local browsers.

ndthanhdev/mcp-browser-kit

mcp-tech-feeds

by pipeworx-io

Enables users to browse curated technology feeds and fetch any RSS/Atom/RDF feed.

pipeworx-io/mcp-tech-feeds

company-intelligence-platform

by shreyasai0284

shreyasai0284/company-intelligence-platform

p31labs/mcp-membrane

by p31labs

Membrane is an MCP server that combines DORA metrics, deploy checks, and gamification rewards into a post-deploy verification layer for AI agents.

p31labs/mcp-membrane

vaults-diagram-tools

by malnati

MCP server for rendering Mermaid diagrams and generating source-code diagrams, with tools to render text/files and produce dependency/class diagrams.

Malnati/vaults-diagram-tools

Ambivo

by ambivo-corp

Integrates with Ambivo's CRM API to enable natural language querying of leads, contacts, opportunities, and other business objects with secure JWT authentication and multi-tenant support.

ambivo-corp/ambivo-mcp-server

mcp-data-issy

by pipeworx-io

MCP server for querying and exploring Issy-les-Moulineaux open data datasets (city services, mobility, environment) via OpenDataSoft API.

pipeworx-io/mcp-data-issy

dtelecom-stt

by dtelecom

Enables AI assistants to transcribe audio files using dTelecom's real-time speech-to-text with pay-per-use USDC micropayments, no API keys required.

dTelecom/stt-mcp

Vela MCP Server

by natori-hrj

Enables governed, agent-agnostic data exploration by allowing users to ask natural language questions through MCP-compatible agents, executing safe, permission-scoped queries against data sources and returning interactive charts.

natori-hrj/vela-mcp

apifable

by ycs77

MCP server that helps AI agents explore OpenAPI specs, search endpoints, and generate TypeScript types.

ycs77/apifable

e18e-module-replacements-mcp

by santoshyadavdev

An MCP server that exposes e18e module replacement data. It helps AI assistants suggest lighter, faster, or native alternatives to common JavaScript/Node.js packages.

santoshyadavdev/e18e-module-replacements-mcp

claude-context

by lbruton

Enables Claude to index and retrieve context from codebases using self-hosted Milvus for semantic search, with hardened reliability and security for production use.

lbruton/claude-context

Arenula MCP

by nyx000

MCP server suite for the s&box game engine, enabling AI assistants to manipulate scenes, create objects, compile code, manage assets, and more via editor, API, and docs servers.

Nyx000/arenula-mcp

TurkishBankMCP

by onurbyte

A read-only MCP server that exposes Turkish open banking data (accounts, balances, transactions, cash flow, and cards) to AI agents via the ÖHVPS 2.0.0 standard.

OnurByte/TurkishBankMCP

Remote MCP Server on Cloudflare (Authless)

by low-code-cookbook

A template for deploying a Model Context Protocol server to Cloudflare Workers without requiring authentication. It enables the hosting of remote tools that can be accessed via SSE by the Cloudflare AI Playground or local clients like Claude Desktop.

Low-Code-Cookbook/remote-mcp-server-authless

thunderbird-mcp

by elphiene

A read-only MCP server that lets Claude read and search emails from Thunderbird accounts and access contacts, working directly with profile files.

elphiene/thunderbird-mcp

ratel

by ratel-ai

Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory with in-process BM25 and semantic retrieval. Progressive Disclosure. No vector DB.

ratel-ai/ratel

openclaw-trust-scorer

by baronsengir007

Trust scoring for AI agents on the Solana agent registry. Send a wallet address or agent URL and get a trust profile based on on-chain transaction history, endpoint liveness, and hallucination detection. Built from 100+ experiments on agent-to-agent trust.

baronsengir007/openclaw-trust-scorer

Expense Tracker MCP Server

by soumya26agrawal

An MCP server that lets Claude track, list, and summarize personal expenses through natural conversation, backed by SQLite and deployable locally or to FastMCP Cloud.

Soumya26Agrawal/Expense-Tracker-MCP-Server

smu-rule-mcp

by gsmtc01

Enables AI assistants to search and retrieve Sangmyung University regulations, articles, and forms from the university's rule management system.

gsmtc01/smu-rule-mcp

mcp-latam-validate

by pipeworx-io

Validates LatAm banking and tax IDs (Mexican CLABE, Brazilian CNPJ/CPF checksums) and performs BrasilAPI company, CEP, and bank lookups, enabling AI agents to verify financial and tax information in Latin America.

pipeworx-io/mcp-latam-validate

mcp-data-fulton

by pipeworx-io

Enables searching and querying Fulton County Open Data (Socrata) for datasets, metadata, and rows via tools like datasets, query, and metadata.

pipeworx-io/mcp-data-fulton

imessage-mcp-server

by tinyxia

MCP server for reading and sending iMessages on macOS. Exposes iMessage history and send capabilities through tools like list_conversations and send_imessage.

tinyxia/imessage-mcp

cloudflare-html2sprite-mcp

by 958877748

A remote MCP server running on Cloudflare Workers, currently exposing a test tool that echoes messages and returns server metadata.

958877748/personal-agent-mcp

search-mcp

by skyphusion-labs

Provides an MCP server with a search tool for agents, backed by Cloudflare AI Search and a synced corpus of git repositories.

skyphusion-labs/search-mcp

StonkBroker Agent

by slkzgm

An MCP server enabling AI agents to trade stock tokens using StonkBroker NFTs via ERC-6551 wallets on Robinhood Chain through Uniswap, with X integration.

slkzgm/stonkbroker-agent

cloak-auth-bridge

by inorilzy

MCP server that bridges authenticated sessions from a Chrome extension to CloakBrowser profiles via local WebSocket, enabling agents to sync, verify, and debug persistent login state without exposing raw credentials.

inorilzy/cloak-auth-bridge

mcp-lab-workshop

by jdocherty23

MCP server that controls an interactive dashboard demo, providing tools to toggle features, update stats, set messages, and simulate traffic via Cloudflare Workers.

jdocherty23/mcp-lab-workshop

MCP Toolkit

by pranaymahendrakar

A free MCP server that adds read-only tools for current time, precise math, and text stats, plugging into both Claude and ChatGPT.

PranayMahendrakar/mcp-toolkit

Dynamoi MCP

by getdynamoi

Lets AI agents help artists and labels prepare releases for promotion by creating Smart Links, checking campaign readiness, and managing platform connections.

getDynamoi/mcp

spotify-mcp

by lassejlv

Enables AI assistants to search Spotify and manage playlists, library, and playback via a remote MCP server running on Cloudflare Workers.

lassejlv/spotify-mcp

mem-persistence

by emiliotorrens

Persistent memory MCP server that stores and retrieves memories in Markdown files, enabling shared context across multiple AI agents with hybrid search and deduplication.

emiliotorrens/mem-persistence