The MCP Trust Index.

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

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

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

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

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

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

mcp-koii

by benjaminr

MCP Server for Teenage Engineering EP-133 KO-II

benjaminr/mcp-koii

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

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

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

MCP Fooocus API

by raihan0824

Provides text-to-image generation capabilities through the Fooocus Stable Diffusion API with intelligent style selection from 300+ options, multiple performance modes, and configurable aspect ratios.

raihan0824/mcp-fooocus-api

opcua2mcp

by venergiac

Converts OPC UA sensor data into MCP-compatible tools and exposes machine health via both HTTP and MCP.

venergiac/iiot-opcua2mcp

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

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

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

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

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

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

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

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

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

metabase-mcp-server

by cuenca-mx

Enables interaction with Metabase through its API, allowing users to list cards, databases, collections, execute queries, and create cards or bookmarks.

cuenca-mx/metabase-mcp-server

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

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

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

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

Coinmarket

by anjor

Access real-time cryptocurrency data from CoinMarketCap.

anjor/coinmarket-mcp-server

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

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

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

grepsense

by alaiba

Provides two-modal code search (lexical via Zoekt and semantic via ChromaDB embeddings) for AI coding agents through MCP tools, enabling fast regex and meaning-based code lookup.

alaiba/grepsense

Spire.Doc MCP Server

by eiceblue

Enables AI agents to create, read, modify, and convert Word documents without Microsoft Word, supporting 18 tools for document operations, paragraph manipulation, table management, formatting, and conversion between multiple formats including PDF, HTML, and Markdown.

eiceblue/spire-doc-mcp-server

Airtable MCP Server

by jiayuuwang

Enables interaction with Airtable bases and tables, allowing schema inspection and record CRUD operations using DAuth authentication.

JiayuuWang/airtable-mcp

Google News22 MCP Server

by bach-ai-tools

Enables access to Google News articles through search by keywords, topics, geolocation, and top headlines with filtering by country, language, source, and date.

BACH-AI-Tools/bachai-google-news22

Searchless-ngx

by hensing

An Agentic RAG MCP Server that transforms Paperless-ngx into a conversational document assistant, enabling LLMs to search, filter, and summarize documents using natural language.

hensing/searchless-ngx

ideahub_mcp

by cobrachickenai

An MCP server for capturing and recalling ideas, designed for both agents and humans. It provides tools for durable ideas, checkpoints, search, and deduplication.

CobraChickenAI/ideahub_mcp

MCPGuard

by piyushptiwari1

A security gateway that enforces policies, tracks data taints, and sandboxes tool calls between AI agents and MCP servers. It provides a secure chokepoint to prevent prompt injection and ensure OWASP ASI compliance through audit logging and deterministic execution.

piyushptiwari1/mcpkernel

Google Workspace MCP VE

by huntsdesk

Most Google Workspace MCPs let you read. This one lets you write — 28 authoring tools on top of taylorwilsdon/google_workspace_mcp, including markdown-to-Docs, smart chips, and recursive Drive copy.

HuntsDesk/ve-gws

Atlassian Attachments

by alyiox

Download Jira and Confluence Cloud attachments by attachment ID via the Atlassian API.

alyiox/mcp-atlassian-attachments

MEOK CRA Annex Iv Classifier MCP

by csoai-org

MEOK CRA Annex Iv Classifier - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/meok-cra-annex-iv-classifier-mcp

postman-mcp

by sourav4670

MCP server providing 41 tools to manage Postman collections, environments, mocks, API specs, and workspaces via Streamable HTTP, SSE, or stdio.

Sourav4670/postman-mcp

Todo MCP

by peterfabakker

A persistent todo list server that enables AI assistants to manage tasks across different platforms using the Model Context Protocol. It provides tools for creating, listing, updating, and deleting todos with support for priorities, tags, and due dates.

peterfabakker/todo-mcp

Gemini Bridge

by fojlerabbirabib

A lightweight MCP server that enables AI coding assistants to interact with Google's Gemini AI through the official CLI.

FojleRabbiRabib/gemini-bridge

wafer-map-mcp

by alantseng1018

Exposes semiconductor wafer analysis tools including wafer maps, P-charts, and statistical plots, enabling AI assistants to visualize and analyze wafer test data.

AlanTseng1018/LLM-Agent-Yield-Analysis-Tools

PAL MCP

by ramarivera

A Model Context Protocol server that connects multiple AI models into a single workflow, enabling multi-model orchestration, conversation continuity, and tools like code review, planning, and CLI-to-CLI bridging.

ramarivera/pal-mcp-server

Subdomain Scan1 MCP Server

by bach-ai-tools

Enables subdomain enumeration and discovery by querying the Subdomain Scan1 API. Returns all subdomains for a given domain in JSON format.

BACH-AI-Tools/bachai-subdomain-scan1

Micu Image MCP

by subaru486desuwa

Wraps the Micu image API as an MCP server for generating, editing, batch processing, and multi-reference image fusion, supporting GPT-image-2 and Grok models.

Subaru486desuwa/micu-image-mcp

Evo2 MCP Server

by not-a-feature

Enables genomic sequence analysis through the Evo 2 model, supporting DNA sequence scoring, embedding, generation, and variant effect prediction with multiple model checkpoints (7B, 40B, 1B parameters).

not-a-feature/evo2-mcp

Jules MCP Server

by codeagentbridge

An MCP server that exposes Google Jules Agent operations, enabling MCP-compatible clients to list sources, manage sessions, and inspect activities via the jules-agent-sdk.

CodeAgentBridge/jules-mcp-server

Knowledge Graph MCP Server

by zcsabbagh

An MCP server for tracking student learning via a knowledge graph, with spaced repetition scheduling and intelligent queries to identify gaps, misconceptions, and optimal next steps.

zcsabbagh/knowledge-graph-mcp