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The MCP Trust Index.

M8ven's public index of MCPs we've independently looked at. M8ven Verified is our verification program — each MCP can earn one or more tiers (behavior, code, or publisher).

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Behavior Verified

We verified this MCP by observing its actual behavior — tool calls, network activity, and side effects.

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We inspected the source code and checked that its capabilities match what the tool descriptions claim.

Publisher Verified

The author of the MCP submitted it and confirmed ownership. Pairs with behavior or code for full trust.

Each MCP can earn one, two, or all three tiers independently.

39,570 MCPs on the index

Page 841 of 792

43/100
tools pending

AutoMCP

by rh-rahulshetty

Automatically converts CLI tools, APIs, and programs into MCP servers for LLM and agentic use, enabling rapid integration without manual server implementation.

rh-rahulshetty/automcp

43/100
tools pending

mcp-bigquery-dryrun

by caron14

Validates BigQuery SQL syntax and performs dry-run analysis without executing queries, providing cost estimates, referenced tables, and schema previews.

caron14/mcp-bigquery-dryrun

43/100
tools pending

Agent Identity MCP Server

by aiagentkarl

MCP Server for AI agent identity and authorization. Create, verify, and manage agent identities with trust scores and scoped authorization tokens.

AiAgentKarl/agent-identity-mcp-server

43/100
tools pending

fathom-mcp

by romanshnurov

A Model Context Protocol server that provides AI assistants with direct access to local document collections through full-text search, supporting multiple formats and hierarchical collections.

RomanShnurov/fathom-mcp

43/100
tools pending

binaryninja-mcp

by mcpphalanx

Enables interaction with Binary Ninja for binary analysis and reverse engineering, providing tools and resources to examine binaries, decompile functions, and manage symbols through natural language.

MCPPhalanx/binaryninja-mcp

43/100
tools pending

Social Intel MCP

by socialintel

Instagram influencer discovery for AI agents. One tool (search_leads) with filters for category, country, city, keyword, gender, follower range; returns username, bio, public business email (where available), verified/business flags. Pay-per-call in USDC on Base or Solana via x402 — no API keys. Free demo mode returns 3 preview results. Live at https://socialintel.dev/mcp.

socialintel/socialintel-mcp

43/100
tools pending

OpenContext

by codeforanchorage

An MCP server that connects to open data portals like CKAN and Socrata, enabling natural language querying of datasets via Claude.

codeforanchorage/anchorage-parcels-mcp

43/100
tools pending

knowledge-mcp-server

by numericalpie

A forkable RAG project with an MCP server for VS Code/Copilot, enabling indexing and querying of knowledge from URLs, PDFs, or TeX files.

NumericalPie/knowledge-mcp-server

43/100
tools pending

omniplan-mcp

by johntrandall

Enables natural language control of OmniPlan 4 on macOS, allowing creation and manipulation of tasks, resources, dependencies, and project metadata through MCP-compatible agents.

johntrandall/omniplan-mcp

43/100
tools pending

giphy-mcp-server

by npow

Provides tools to search, get trending, random, and translate GIFs using the Giphy API.

npow/giphy-mcp-server

43/100
tools pending

fivetran-mcp

by yimingyan

An MCP server for controlling Fivetran data pipelines. Enables AI assistants to manage syncs, monitor connection status, and control pipelines through natural language.

YimingYAN/fivetran-mcp

43/100
tools pending

Himalaya Email

by andasv

Email operations for AI agents via Himalaya CLI with read-only, full, and dangerzone operating modes.

andasv/himalaya-mcp-server

43/100
tools pending

MCP Reddit Digest Server

by omendra02

A FastAPI-based MCP server tool that fetches and summarizes top Reddit posts using Azure OpenAI. It generates a daily PDF digest and uploads it to Slack, with support for topic-based subreddits and scheduled jobs.

omendra02/mcp-reddit-digest

43/100
tools pending

instagram-mcp

by lupikovoleg

Provides Instagram analytics, media downloads, and search capabilities through an MCP interface for use with Claude and other MCP clients.

lupikovoleg/instagram-cli

43/100
tools pending

MCP Gateway

by block-town

Reduces LLM context window overhead by proxying multiple MCP servers through a few efficient dispatch tools instead of registering hundreds of individual tool schemas. It supports multi-account routing and tool discovery for both CLI-based and persistent MCP server configurations.

block-town/mcp-gateway

43/100
tools pending

mcp-deadmansnitch

by jamesbrink

An MCP server for Dead Man's Snitch that enables AI assistants to manage monitoring snitches, including creating, updating, checking in, and pausing monitors for scheduled tasks and cron jobs.

jamesbrink/mcp-deadmansnitch

43/100
tools pending

Tavily Search MCP Server

by online111111

Provides advanced web search, content extraction, site crawling, mapping, and AI-powered research capabilities through the Tavily API with automatic multi-key fallback for rate limiting.

online111111/tavily-search-mcp-server

43/100
tools pending

tinyfish-search-fetch-mcp

by dummie21

A lightweight MCP server enabling web search and content fetching via TinyFish Free Access API with support for single and burst URL fetch.

dummie21/tinyfish-search-fetch-mcp

43/100
tools pending

ghidra-api-mcp

by taardisaa

Helps LLMs write correct Ghidra scripts by providing API call-flows extracted from Ghidra's source code.

Taardisaa/ghidra-api-mcp

43/100
tools pending

Validator Ai MCP

by csoai-org

An MCP server for validating JSON against schemas, checking email deliverability, verifying URLs, assessing data quality, and validating API responses using RFC-compliant checks and heuristic analysis.

CSOAI-ORG/validator-ai-mcp

43/100
tools pending

openEHR MCP Server

by deak-ai

Enables MCP clients like Claude Desktop to interact with openEHR REST APIs (EHRbase) for creating compositions, managing EHRs, listing templates, and executing AQL queries.

deak-ai/openehr-mcp-server

43/100
tools pending

pocketsmith-mcp

by ajanderson1

Enables interaction with the PocketSmith personal finance API through 43 MCP tools for managing accounts, transactions, budgets, categories, and more.

ajanderson1/mcp_pocketsmith

43/100
tools pending

Notebook Library MCP Server

by clotho2

Provides token-efficient semantic search and document retrieval by indexing PDFs, text, and markdown files into local notebooks using ChromaDB. It enables AI agents to query relevant passages from large documents through local embedding models like Hugging Face or Ollama.

clotho2/notebook-library-mcp

43/100
tools pending

OTRS MCP Server

by theredbluepill

Enables AI assistants to create, search, and manage OTRS tickets and configuration items via the OTRS API.

theredbluepill/otrs-mcp-server

43/100
tools pending

contextgit

by rt123-new

A deterministic, local-first memory engine for AI assistants that provides versioned context management via MCP, enabling token-budgeted context patches with provenance and explainability.

RT123-new/contextgit-mcp

43/100
tools pending

Bin Lookup Checker API MCP Server

by bach-ai-tools

Enables bank identification number (BIN) lookups via the Bin Lookup Checker API. It allows users to retrieve information about card issuers, card types, and brands using a specific BIN.

BACH-AI-Tools/bachai-bin-lookup-checker-api

43/100
tools pending

Cyoda Calculation Node MCP

by cyoda-platform

Enables AI assistants to interact with Cyoda platform entities and workflows through the Model Context Protocol, supporting entity management, workflow execution, and data synchronization.

Cyoda-platform/mcp-cyoda-quart-app

43/100
tools pending

Playwright MCP

by patrick-ogbue

Enables browser automation and web scraping by exposing Playwright tools through an HTTP-based MCP server. Users can navigate pages, interact with web elements, capture screenshots, and extract structured content using a persistent Chromium instance.

Patrick-Ogbue/MCP

43/100
tools pending

mcp-koii

by benjaminr

MCP Server for Teenage Engineering EP-133 KO-II

benjaminr/mcp-koii

43/100
tools pending

ChimeraX MCP Server

by mahynotch

Enables natural language control of UCSF ChimeraX for protein structure visualization, editing, and analysis through MCP clients.

mahynotch/chimerax-mcp

43/100
tools pending

F5 MCP Server

by mink0119

Enables interaction with F5 devices through the iControl REST API to manage objects like virtual servers, pools, iRules, and profiles. It provides comprehensive tools for listing, creating, updating, and deleting F5 configurations via natural language interfaces.

mink0119/f5-mcp

43/100
tools pending

retavyn

by mbucknam

Retavyn provides persistent memory for Claude, automatically storing and injecting memories across sessions to maintain context and recall past information.

mbucknam/retavyn

43/100
tools pending

Indie Founder Revenue MCP

by charlie-morrison

Aggregates revenue across Lemon Squeezy + Gumroad + Polar + Stripe into a single Claude-queryable view. Six tools: summary_mrr, top_customers, refund_signal, recent_orders, export_csv_for_tax (Ukrainian FOP format), health. Lemon Squeezy adapter live-validated against production.

charlie-morrison/indie-founder-mcp

43/100
tools pending

juscraper-mcp

by lab-dados

Public MCP server for querying Brazilian court jurisprudence, processes, and communications without authentication. Supports courts like TJSP, TJRS, TJRJ, TJGO, and more via eSAJ, Datajud, and CNJ systems.

lab-dados/juscraper-mcp

43/100
tools pending

openclaw-skill-vetter-mcp

by temurkhan13

Vet ClawHub skills before installing them; detects prompt-injection, exfiltration, and other security issues, outputting a risk score with per-finding evidence.

temurkhan13/openclaw-skill-vetter-mcp

43/100
tools pending

SO-ARM100 Robot Control MCP

by yunis147

Enables AI agents to control SO-ARM100 and LeKiwi robots using natural language instructions and integrated camera vision. It supports multiple communication transports and includes a CLI agent compatible with Claude, Gemini, and GPT models.

Yunis147/mcp_robot

43/100
tools pending

Rbedoyag/Elasticsearch-MCP-SERVER

by rbedoyag

An MCP server that enables interaction with Elasticsearch and OpenSearch clusters for searching documents and managing indices. It provides tools for cluster health monitoring, index configuration, and general API requests.

Rbedoyag/Elasticsearch-MCP-SERVER

43/100
tools pending

Meridian

by knambiardjsc

Local-first AI compliance scanner via Model Context Protocol, scanning codebases for violations of DPDPA 2023, RBI FREE-AI, SEBI AI/ML, and the EU AI Act.

KNambiarDJsc/Meridian

43/100
tools pending

rednote-analyzer-mcp

by shellydeng08

MCP server enabling AI assistants to search, analyze, and generate content for Xiaohongshu (RedNote), China's leading lifestyle social media platform.

ShellyDeng08/rednote-analyzer-mcp

43/100
tools pending

mcp-clipboard

by cmeans

MCP server that reads and writes the system clipboard — tables, text, code, JSON, URLs, images, and more. Preserves spreadsheet structure (rows/columns) that is lost when pasting into Claude directly.

cmeans/mcp-clipboard

43/100
tools pending

firegex-mcp

by umbra2728

MCP server that exposes Firegex — a CTF regex/proxy firewall — to LLM tooling like Claude Desktop or Claude Code.

umbra2728/firegex-mcp

43/100
tools pending

Cookidoo MCP Server

by danielkliem

Lets Claude read recipes from your Cookidoo account and create TM7-optimized custom recipes with guided-cooking annotations, quality scoring, and automatic rollback on upload failure.

danielkliem/mcp-cookidoo

43/100
tools pending

dolphindb-mcp-server

by tradercjz

A Model Context Protocol (MCP) server for interacting with DolphinDB databases, enabling SQL script execution, database listing, and table inspection.

tradercjz/dolphindb-mcp-server

43/100
tools pending

biascope

by cognis-digital

MCP server for scanning AI systems and code for demographic, occupational, and geographic biases. Enables CI integration and AI agent-driven bias detection.

cognis-digital/biascope

43/100
tools pending

Fusion Agent Harness MCP Server

by smartai

Exposes CAD design tools (box, cylinder, shell, etc.) via MCP, allowing AI agents and clients like Claude to create and manipulate parametric CAD models in Autodesk Fusion or a simulator.

SmartAI/fusion-agent-harness

43/100
tools pending

IndieStack

by pattyboi101

Discovery layer between AI coding agents and 3,100+ developer tools. Search, compare, and get integration code for auth, payments, analytics, email, databases, and 25 other categories — so agents recommend existing tools instead of generating boilerplate.

Pattyboi101/indiestack

43/100
tools pending

Coinmarket

by anjor

Access real-time cryptocurrency data from CoinMarketCap.

anjor/coinmarket-mcp-server

43/100
tools pending

penr-oz MCP Server

by derinworks

A FastMCP-based server that provides secure sandboxed filesystem operations, API integration tools, and curated reasoning prompts for analysis and productivity tasks.

derinworks/penr-oz-mcp-server

43/100
tools pending

farshid-mcp-imageProcessing

by pirahansiah

A comprehensive OpenCV image-processing MCP server offering ~40 tools for webcam capture, image I/O, transforms, color manipulation, filtering, edge detection, object detection, and more.

pirahansiah/farshid-mcp-imageProcessing

43/100
tools pending

db-connect-mcp

by yugui923

A read-only MCP server for exploratory data analysis across PostgreSQL, MySQL, and ClickHouse databases, providing safe, read-only access with comprehensive analysis capabilities.

yugui923/db-connect-mcp

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