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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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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.

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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.

23,488 MCPs on the index

Page 260 of 470

71/100 Code
6 tools

flexorch-mcp

by flexorch

Enables Claude and other MCP-compatible agents to process documents, extract structured data, detect PII, and export LLM-ready datasets through natural language tool calls.

flexorch/flexorch-mcp

71/100 Code
4 tools

Second Brain

by mba009

A personal AI-powered knowledge base MCP server that allows Claude to search, add, list, and delete documents from a local knowledge base.

MBA009/RAG-MCP-system

71/100 Code
1 tools

routes-mcp-israel

by yoni-j

Provides real-time transit routes and arrival times for Israel, using Google Routes API, Places API, and GTFS data.

yoni-j/routes-mcp-israel

71/100 Code
3 tools

Weather MCP Server

by abhishek3689

Enables AI assistants to fetch real-time weather data, forecasts up to 10 days, and compare weather conditions between cities using WeatherAPI.com with support for both Celsius and Fahrenheit units.

Abhishek3689/Weather_MCP_Server

71/100 Code
47 tools

pc-control-mcp

by xopipop

Enables remote PC control and system management through MCP, including hardware info, process and file operations, with security features like blocklists and audit logging.

xopipop/pc-mcp-server2

71/100 Code
13 tools

CrowdCent MCP Server

by crowdcent

Enables AI assistants to interact with CrowdCent's prediction challenges, allowing them to access challenges, download datasets, submit predictions, and monitor submissions through natural language commands.

crowdcent/crowdcent-mcp

71/100 Code
1 tools

AgentOverFlow MCP Server

by kart-ing

Provides a find_solution tool that retrieves verified, compressed coding solutions from a curated library and injects them into AI coding agents like Claude Code and Cursor via MCP, improving problem-solving success rates by up to 50%.

Kart-ing/agentoverflow-verified-layer

71/100 Code
2 tools

DaisyUI

by birdseyevue

Provides access to DaisyUI component documentation and usage patterns for Tailwind CSS development

birdseyevue/daisyui-mcp

71/100 Code
4 tools

Enhanced Multimedia Analysis MCP

by traikdude

Enables AI agents to analyze images and videos, and generate optimized prompts for AI video generation systems.

traikdude/enhanced-multimedia-analysis-mcp

71/100 Code
tools pending

1C MCP Server

by iflow-mcp

Acts as a bridge between AI agents (Claude, Cursor) and 1C:Enterprise databases, enabling metadata retrieval, configuration analysis, and code generation through natural language using the MCP protocol.

iflow-mcp/alexmiawat-1c_mcp_server_own

71/100 Code
3 tools

RoboDK MCP Server

by lilyuppi

Enables AI agents to control RoboDK robotics simulation software, allowing them to manage stations, add robots, and inspect station hierarchies through natural language commands.

lilyuppi/mcp_robodk

71/100 Code
8 tools

Agentforce MCP Integration Server

by santhoshsantomcp

Enables MCP clients to connect to LLM/API services using the Model Context Protocol, providing real-time interaction and tool access. Also offers RESTful API endpoints via FastAPI for programmatic integration with existing systems.

SanthoshSantoMCP/MCPNewTest

71/100 Code
1 tools

OpenSearch MCP Server

by hpower2

Enables retrieval of error stack traces by transaction ID from OpenSearch logs, supporting configurable connection settings and Docker deployment.

hpower2/opensearch-mcp

71/100 Code
10 tools

Yahoo Finance MCP Server

by peidaqi

Enables LLMs to retrieve stock market data and financial information from Yahoo Finance using the yfinance Python library. Supports querying stock prices, historical data, and other financial metrics through natural language.

peidaqi/yfinance-mcp-server

71/100 Code
2 tools

toon-parse-mcp

by ankitpal181

An MCP server that helps AI agents reduce token usage by converting data to TOON format and stripping comments and unnecessary whitespace from code files.

ankitpal181/toon-parse-mcp

71/100 Code
8 tools

Greenloom CAD MCP Server

by greenmint-labs

Enables automated CAD operations via natural language, supporting both AutoCAD LT on Windows and headless DXF generation on any platform.

Greenmint-labs/greenloom_CAD_MCP

71/100 Code
18 tools

Screaming Frog MCP Server

by acamolese

Enables AI assistants to analyze Screaming Frog SEO Spider crawl data through tool calls, supporting audits for broken links, redirects, indexability, and more.

acamolese/screaming-frog-mcp

71/100 Code
tools pending

Flow-Registration MCP

by flowregsuite

Provides programmatic access to variational optical-flow motion correction for 2-photon microscopy videos and volumetric 3D scans. It enables AI assistants to perform automated motion correction on microscopy data through the Model Context Protocol.

FlowRegSuite/mcp-flowreg

71/100 Code
6 tools

proxyclaw-mcp-py

by iploop

MCP server giving AI agents controlled residential-proxy web access with optional browser rendering and structured extraction from 60+ sites.

Iploop/proxyclaw-mcp-py

71/100 Code
1 tools

MCP-RAGNAR

by bixentemal

A local RAG server that enables document indexing and sentence window retrieval across multiple file formats like PDF, MD, and DOCX. It supports both local Hugging Face models and OpenAI embeddings for efficient context-aware querying through the Model Context Protocol.

bixentemal/mcp-ragnar

71/100 Code
7 tools

ezPay E-Invoice MCP Server

by asgard-ai-platform

An MCP server that exposes tools for Taiwan's ezPay e-invoice lifecycle, enabling AI assistants to issue, void, and query invoices and allowances through the standard MCP protocol.

asgard-ai-platform/mcp-ezpay-einvoice

71/100 Code
12 tools

Linkr KVM MCP Server

by bigfootaca

Linkr KVM MCP Server exposes Radxa Linkr KVM controls through the Model Context Protocol (MCP). It lets an MCP client capture screenshots, crop screen areas, send keyboard and mouse events, type text, wait for on-screen text, and ask vision/OCR models about the current screen.

BigfootACA/linkr-mcp

71/100 Code
63 tools

Coin Railz MCP Server

by tdnupe3

Provides access to 41 micropayment-based services for blockchain analytics, trading signals, prediction markets, and financial sentiment analysis. It enables users to perform crypto-native tasks like auditing smart contracts, tracking whale alerts, and analyzing DeFi liquidity through natural language.

tdnupe3/mcp-server-coinrailz

71/100 Code
22 tools

yfinance-mcp

by monaron

MCP server wrapping yfinance to provide stock market data, financials, and analytics via 24 tools.

monaron/yfinance-mcp

71/100 Code
9 tools

Slack Enterprise MCP Server

by csoai-org

Enterprise-grade Slack integration with compliance audit trails for AI agents. Every action is logged locally for governance, regulatory compliance, and security review.

CSOAI-ORG/slack-enterprise-mcp

71/100 Code
21 tools

arcade-azure-devops-mcp

by subrahmaniank

An MCP server that enables AI assistants to interact with Azure DevOps projects, work items, repositories, pipelines, wikis, and more via 21 tools.

subrahmaniank/arcade-azure-devops-mcp

71/100 Code
1 tools

Curl MCP Server

by wujtruj

Enables full curl functionality within the Model Context Protocol, allowing users to execute network requests with support for custom headers and host networking. It facilitates interaction with local and external APIs, including those using self-signed certificates, directly through Docker.

wujtruj/curl-mcp-server

71/100 Code
tools pending

jira-worklog-mcp

by luizeduul

MCP server for logging and checking Jira Cloud worklogs from AI agents such as Claude Code, Claude Desktop, Cursor, or any MCP client that supports stdio.

luizeduul/mcp-worklog-reg

71/100 Code
tools pending

infoclimat-mcp

by cmer81

Enables querying French weather data from Infoclimat via MCP, including station search, observations, and precipitation summaries.

cmer81/infoclimat-mcp

71/100 Code
1 tools

MCP Server F1Data

by maxbleu

Enables interaction with Formula 1 data through LLM interfaces like Claude. Provides access to F1 information including circuits, constructors, drivers, grand prix, manufacturers, races, and seasons.

Maxbleu/MCP-F1data

71/100 Code
15 tools

Parquet MCP Server

by markmhendrickson

Enables querying, modifying, and managing Parquet files with CRUD operations, semantic search, audit logging, and rollback capabilities for structured data storage.

markmhendrickson/mcp-server-parquet

71/100 Code
8 tools

Jira - GitHub MCP Server

by tamarengel

Enables end-to-end automation of developer workflows from Jira issue tracking to GitHub pull requests through natural language, allowing developers to search issues, create branches, commit changes, and manage PRs directly from their IDE.

TamarEngel/jira-github-mcp

71/100 Code
tools pending

ASM MCP Materials Platform

by sudhanshubliz

Enables querying and retrieving materials data from the Materials Project via MCP tools, supporting search, lookup, comparison, and export.

sudhanshubliz/asm-mcp-materials-platform

71/100 Code
tools pending

ragtag-mcp

by weston-barger

A local RAG MCP server that enables AI tools like Claude to search indexed codebases and documentation using vector search with Ollama models.

weston-barger/ragtag-mcp

71/100 Code
44 tools

Ableton MCP Enhanced

by emaxees

Enables controlling Ableton Live from Cursor using natural language commands for session/transport, MIDI, arrangement, plugins, mixer, and batch operations.

emaxees/ableton-mcp-enhanced

71/100 Code
2 tools

File System MCP Server

by manju07

Provides secure file read and write operations within a sandboxed directory, allowing AI assistants to safely create, modify, and access files without risk of accessing the broader file system.

manju07/file-system-mcp-server

71/100 Code
9 tools

ltspice-mcp

by daviditkin

An MCP server that enables LLMs to read and modify LTspice schematics, run simulations, parse results, and generate plots, all through natural language.

daviditkin/ltspice-mcp

71/100 Code
6 tools

BigQuery MCP Server

by amenke-lang

Enables read-only interaction with Google BigQuery, including SQL queries, dataset/table listing, schema retrieval, table preview, and metadata access via service account authentication.

amenke-lang/bigquery_mcp

71/100 Code
3 tools

jds6600-mcp

by csibug

MCP server for the JDS6600 signal generator, enabling vintage tape recorder calibration via auto-detection and advanced waveform controls.

csibug/jds6600-mcp

71/100 Code
5 tools

lineex/pubmed-mcp-smithery

by lineex

Search PubMed with precision using keyword and journal filters and smart sorting. Uncover MeSH ter…

lineex/pubmed-mcp-smithery

71/100 Code
4 tools

GitGuardian MCP Server

by gitguardian

Enables AI agents to scan projects for leaked secrets and manage security incidents using GitGuardian's comprehensive API. It supports automated secret detection, honeytoken creation, and remediation workflows to secure codebases without context switching.

GitGuardian/ggmcp

71/100 Code
15 tools

China Festival MCP Server

by eis4ty

Provides Chinese holiday information, lunar calendar conversion, traditional festivals, 24 solar terms, and BaZi (Eight Characters) calculations for AI assistants to accurately handle Chinese calendar queries and date conversions.

Eis4TY/china-festival-mcp

71/100 Code
1 tools

IPL MCP Server

by jay-arora31

Provides natural language access to IPL cricket match data, allowing users to query player statistics, team performances, and match results. It utilizes a SQLite backend and Cricsheet data to deliver detailed cricket analytics through the Model Context Protocol.

jay-arora31/ipl-match-mcp-server

71/100 Code
tools pending

Agentic Workbench

by 0ui-labs

An MCP-based tool orchestrator that exposes a single execute_task tool to Claude while internally managing 100+ tools through hierarchical navigation with a cheaper LLM, preventing context overflow from loading all tool definitions.

0ui-labs/agentic-workbench

71/100 Code
tools pending

flywheel-gear-dev-mcp

by wzkariampuzha

Provides Claude with direct access to Flywheel gear and DICOM documentation, enabling developers to build and debug gears without context overload.

wzkariampuzha/flywheel-gear-dev-mcp

71/100 Code
1 tools

sora-mcp

by airsulg

MCP server for generating videos using OpenAI Sora model via api.tu-zi.com, enabling AI assistants to create videos from text prompts with customizable orientation and model quality.

airsulG/sora-mcp

71/100 Code
29 tools

mcp-rfc-editor

by daedalus

An MCP server for creating, loading, and editing RFC TXT documents using the rfc-editor Python library. It provides a suite of tools to manage document components including sections, abstracts, titles, and author metadata.

daedalus/mcp-rfc-editor

71/100 Code
26 tools

HAR-MCP

by ankurkumar3012

Captures website HAR data via headless Chromium and provides 20 tools for performance/security auditing, API reverse engineering, and code generation.

ankurkumar3012/har-mcp

71/100 Code
tools pending

mcp-code-agent

by geethikakoya

An AI-powered code review agent that leverages Model Context Protocol (MCP) and Claude to provide intelligent, context-aware code reviews.

geethikakoya/mcp-code-agent

71/100 Code
7 tools

GEMPACK MCP

by rayvapor-cell

An MCP server that exposes the local GEMPACK CGE toolchain (TABLO, GEMSIM, HAR utilities) as tools Claude can call: compile models, run simulations, read solution and HAR data files, and export to CSV/Excel.

rayvapor-cell/gempack-mcp

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