The MCP Trust Index.

regex-quality

by xlogicx

Provides tools to test regex patterns for correctness, performance (ReDoS), and memory usage, and suggests safe rewrites. Enables LLMs to iterate on regex generation with verifiable feedback.

XlogicX/ReDetox

EMMA MCP

by ark9164-create

A custom MCP server that enables Claude to access and query municipal bond data from the MSRB's EMMA website, which lacks a public API. It provides 18 tools for searching bonds, downloading official statements, and extracting financial data through natural language prompts.

ark9164-create/blaylock-emma-mcp

BigQuery MCP Server

by niduran-orion

A Model Context Protocol (MCP) server that enables LLMs to interact with Google BigQuery.

niduran-orion/bigquery-mcp-server

DateTime MCP Server

by takanarishimbo

Provides tools to get the current date and time in various formats (ISO, Unix timestamp, human-readable, custom) with configurable timezone support.

TakanariShimbo/uvx-datetime-mcp-server

Browserbase MCP Server

by madaoq

Provides cloud browser automation capabilities for AI agents, including creating, managing, and retrieving recordings and logs from browser sessions.

madaoQ/browserbase-mcp

WebVoice MCP Server

by supermarco74

Exposes WebVoice REST API tools to MCP clients for voice, chat, translation, and image generation via natural language.

supermarco74/webvoice-mcp

academic-figures-mcp

by u9401066

A multi-step academic figure agent harness that enables AI agents to plan, generate, evaluate, and iterate publication-grade figures from sources like PMIDs, preprints, or freeform briefs.

u9401066/academic-figures-mcp

mcp-meroshare

by tekchapagain1

MCP server for MeroShare, enabling AI tools to manage IPO/FPO applications, portfolio, and share transactions in Nepal's online share system.

tekchapagain1/mcp-meroshare

sk-registers-mcp

by legalengineering

MCP server for Slovak business registers (RPO) — AI agents can query 1.4M+ Slovak legal entities via Slovakia's official Statistical Office API. Search companies by name, IČO, or get full entity details including legal form, address, and statutory representatives.

LegalEngineering/sk-registers-mcp

Hokmah MCP Server

by davidangularme

Provides AI coding agents with persistent architectural memory of codebases, enabling impact analysis, test generation, and code generation with reduced token usage.

davidangularme/hokmah-mcp-server

Job Description AI MCP

by csoai-org

Job Description AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/job-description-ai-mcp

Orthanc DICOM + Nerve Segmentation MCP Server

by shrutig1602

Enables navigating an Orthanc PACS, extracting PDF reports, and running nerve segmentation on ultrasound DICOM instances, with results uploaded back as new series.

shrutig1602/DCM-Segmentation-MCP-Server

blizzard-wow-mcp

by hjoliveira

An MCP server that exposes World of Warcraft character data from the Blizzard API, offering read-only tools for character summaries, equipment, Mythic+ scores, realm lookup, and other character sub-resources.

hjoliveira/wow-armory-mcp2

PagerDuty MCP Server

by angelus-h

Enables AI assistants to manage PagerDuty incidents, view alerts, and check on-call schedules with both read-only and write operations.

angelus-h/angelush-pagerduty-mcp-server

MCP Ethical Hacking

by cmpxchg16

MCP Ethical Hacking Security sample for educational

cmpxchg16/mcp-ethical-hacking

Gov info api

by n00dlefr34k

an api wrapper for the us government info api

n00dlefr34k/gov-info-api-mcp

youtube-transcript-mcp

by seanpedersen

Transcribe YouTube videos for LLM chat applications. Supports fetching transcripts in multiple languages and includes an ad-removal instruction.

SeanPedersen/youtube-transcript-mcp

OpenCode Web Audit MCP

by humbertolvarona

A read-only Python MCP server for authorized website research, structured data extraction, downloadable-document analysis, and content auditing inside OpenCode. It crawls authorized public domains with safety constraints including robots.txt respect, SSRF defenses, bounded concurrency, and content-type allowlists.

humbertolvarona/opencode-web-audit-mcp-python

ZugaShield

by zuga-technologies

A 7-layer security system for AI agents that detects and blocks prompt injection, data exfiltration, and malicious tool calls. It enables real-time scanning of inputs, outputs, and tool definitions to protect agentic workflows from emerging AI-specific threats.

Zuga-Technologies/ZugaShield

savecharlie/almanac

by savecharlie

Provides deterministic computation of magnetic declination and sky positions (sun, moon, planets) for any location and time, enabling agents to get accurate ephemeris and geomagnetic data without hallucination.

savecharlie/almanac

legalize-mcp

by matematicsolutions

A read-only MCP server providing access to national legislation from 37 jurisdictions via the legalize-dev corpus, with tools for searching, retrieving laws, and browsing reform history.

matematicsolutions/legalize-mcp

MCP Utility Tools

by magicschoolm

A lightweight MCP server providing common utility tools such as unit conversion, password generation, date calculation, hashing, Base64 encoding/decoding, UUID generation, text case conversion, and text statistics, with no external dependencies.

magicschoolm/mcp-utility-tools

Learn-Generative-AI

by areebahmed575

This repo contains almost everything about Generative Ai

areebahmed575/Learn-Generative-AI

binance-intelligence-mcp

by mefai-dev

MCP server providing 12 computed intelligence tools for Binance, including accumulation detection, whale tracking, market impact simulation, and more, using public endpoints with no API keys needed.

mefai-dev/binance-intelligence-mcp

Azure DevOps MCP Server

by kshitijijari09

MCP server that provides tools to interact with Azure DevOps, including querying work items, repositories, pull requests, builds, commits, and creating work items via a standardized interface.

Kshitijijari09/azure-devops-mcp-server

CodeGrok MCP

by dondetir

Enables semantic code search for AI assistants by indexing codebases with embeddings and Tree-sitter, returning relevant snippets via natural language queries.

dondetir/CodeGrok_mcp

Apps Script MCP

by sam-ent

Enables users to create, manage, and execute Google Apps Script projects through natural language. It provides comprehensive tools for code editing, function execution, deployment management, and monitoring script processes.

sam-ent/google-automation-mcp

cisa-kev-mcp

by csoai-org

MCP server to query and manage CISA Known Exploited Vulnerabilities catalog with EPSS overlay, enabling vulnerability checks and remediation deadline tracking.

CSOAI-ORG/cisa-kev-mcp

smart-financial-mcp

by yuhai0

Provides AI assistants with real-time and historical Chinese stock, ETF, index, and futures data via Tushare Pro API, enabling natural language queries for financial analysis and market monitoring.

YUHAI0/smart-financial-mcp

SongCheck MCP

by afghanfansmedia-ai

Enables AI agents to detect AI-generated music, images, and video by analyzing files through SongCheck's ensemble detector, providing verdicts and confidence scores.

afghanfansmedia-ai/songcheck-mcp

thales-cdsp-csm-mcp-server

by sanyambassi

MCP server for Thales CipherTrust Secrets Management (powered by Akeyless) enabling secrets, DFC keys, authentication methods, roles, targets, analytics management, and intelligent app development with hardcoded secret migration.

sanyambassi/thales-cdsp-csm-mcp-server

Grok CLI

by basissetventures

Bridges to Grok AI through the official CLI, enabling simple queries, multi-turn conversations, and code generation with configurable timeouts and model selection.

basissetventures/grok-cli-mcp

liteparse-mcp

by lisabrennan1996

Fast, local PDF parsing as an MCP server with text extraction, bounding boxes, OCR, and visual citations. No cloud or API key required.

lisabrennan1996/liteparse-mcp

DarkLens MCP Server

by manavarya09

Enables AI agents to detect, classify, explain, and ethically redesign dark patterns in websites and UI flows.

Manavarya09/DarkLens-MCP-Server

irpp-mcp

by erwanpaccard

A Python MCP server that calculates French income tax using the official DGFiP source code compiled locally. It enables accurate tax simulations for 2023 income based on real French tax forms without network calls.

erwanpaccard/irpp-mcp

ICON mcp v105

by traia-io

Enables AI agents and LLMs to interact with the ICON mcp v105 API through standardized tools. It supports Model Context Protocol integration for seamless access to ICON endpoints and asynchronous operations.

Traia-IO/icon-mcp-v105-mcp-server

mcp-personal

by rsg43

Simple MCP client with config for servers

rsg43/mcp-personal

MCP Jieba Server

by kagajiankui

Provides high-performance Chinese text segmentation, POS tagging, and keyword extraction using Rust-based Jieba implementation. Supports both local STDIO and remote HTTP deployment modes.

KagaJiankui/mcp-jieba

crypto_price_tracker

by adity-star

An MCP server that enables AI agents to fetch real-time cryptocurrency prices and market data using the CoinGecko API.

Adity-star/mcp-crypto-server

github-mcp

by jaimenbell

MCP server for the GitHub REST API: issues, PRs, repos; read always on, write env-gated.

jaimenbell/github-mcp

Netmiko MCP Server

by owen123-lang

Enables interaction with Cisco network devices through SSH using Netmiko. Supports retrieving device status, interface details, configurations, and resource monitoring through natural language commands in Claude Desktop.

Owen123-lang/netmiko_mcp_server

Paper Distill MCP Server

by eclipse-cj

An academic research tool that enables users to search across nine major paper sources, rank results with AI-driven criteria, and automate paper notifications to multiple platforms. It streamlines literature management through integrated support for Zotero, Obsidian, and personal library website generation.

Eclipse-Cj/paper-distill-mcp

OpenAI WebSearch MCP Server

by fastmcp-me

Provides intelligent web search capabilities using OpenAI's reasoning models, enabling AI assistants to fetch up-to-date information with smart reasoning.

fastmcp-me/openai-websearch-mcp

FabricIQ MCP Server

by msft-innovation-hub-india

This server exposes a Microsoft Fabric Data Agent as a native MCP tool, allowing clients to query the agent for KPIs, financial data, and other quantified project intelligence via natural language.

MSFT-Innovation-Hub-India/fabriciq-mcp-stdio

zatca-mcp

by doubleh10

An AI-native MCP server for Saudi e-invoicing that generates ZATCA-compliant invoices, QR codes, and XML from natural language, with validation and Phase 2 signing capabilities.

DoubleH10/zatca-mcp

NapCat MCP Server

by ptrel1

Enables interaction with NapCat QQ bot APIs for group management, messaging, and system operations. Supports HTTP and WebSocket modes with security features like group restrictions and readonly mode.

ptrel1/napcat_mcp

Data Platform MCP

by 1franky

Bootstrap MCP server for future data exploration and querying across multiple databases, currently only provides a hello_world tool with no actual data connectivity.

1franky/data-analits-MCP