The MCP Trust Index.

translation-ai-mcp

by csoai-org

AI-powered translation MCP server with EU AI Act compliance, enabling automated translation workflows via the MCP protocol.

CSOAI-ORG/translation-ai-mcp

bluebubbles-mcp

by metaember

Enables interaction with iMessage through a BlueBubbles server, allowing users to read, search, and send messages directly from MCP clients. It supports comprehensive chat management features including reactions, group chat moderation, message scheduling, and contact lookups.

metaember/bluebubbles-mcp

CloudNet MCP Server

by ergo042

Provides an interface to the CloudNet Service REST API v3, enabling AI assistants to observe and manage CloudNet nodes, services, and players.

Ergo042/cloudnet-mcp

Capsule CRM MCP Server

by fuzzylabs

Enables AI assistants to access and query Capsule CRM data (contacts, opportunities, support cases, tasks, projects, products) through natural language, with read-only security.

fuzzylabs/capsule-mcp

mcp-gdbmi

by maxholman

Enables debugging of programs through GDB/MI, allowing breakpoints, stepping, and register analysis via natural language.

maxholman/mcp-gdbmi

mcp-zabbix

by daedalus

Exposes the complete Zabbix API functionality through the Model Context Protocol, mapping API methods to tools for managing hosts, triggers, and monitoring data. It enables seamless integration and control of Zabbix monitoring environments via natural language interfaces.

daedalus/mcp-zabbix

NPS MCP Server

by aniruddhashukla

Provides access to the National Park Service API, enabling natural language queries about parks, alerts, campgrounds, events, and more.

AniruddhaShukla/nps-mcp

Frame Pulse MCP

by idaakiwumi

Provides AI agents with real-time system monitoring and control for creative workstations, enabling thermal management and process prioritization to prevent crashes.

IdaAkiwumi/frame-pulse-mcp

Grimoire

by tannernicol

A local security knowledge base that indexes documentation like CVEs and CWEs using hybrid keyword and semantic search. It enables LLM agents to query indexed materials via MCP for accurate, offline retrieval during security audits and code reviews.

tannernicol/grimoire

Apache Beam MCP Server

by souravch

Enables AI-controlled management of Apache Beam data pipelines across different runners (Flink, Spark, Dataflow, Direct) via the Model Context Protocol.

souravch/beam-mcp-server

Ollama MCP Server

by jmrussas

Exposes local Ollama instances as tools for Claude Code, allowing users to offload code generation, text drafting, and embedding tasks to local GPUs. It supports multi-turn conversations and model management through the Model Context Protocol.

JMRussas/ollama-mcp

Maipharm Domae MCP

by guinnessnet

Enables integrated search and ordering across eight pharmaceutical wholesalers to compare prices and manage inventory. Users can monitor stock levels and execute orders through natural language commands in Claude.

guinnessNet/maipharm-domae-mcp

Crypto Tracker AI MCP

by csoai-org

Crypto Tracker AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/crypto-tracker-ai-mcp

Hospital WAF MCP

by 12211725-star

A Model Context Protocol server that exposes a hospital-oriented web application firewall engine for AI assistants. It enables request inspection against curated security rules and provides tools for rule management and security testing.

12211725-star/hospital-waf-mcp

GLM OCR MCP Server

by cs-qyzhang

Enables text extraction from images and PDF files using the ZhipuAI GLM-OCR API. It allows users to process documents through local file paths or base64-encoded data for high-quality OCR results.

cs-qyzhang/glm-ocr-mcp

dm_mcp_server

by tgich

MCP server for Dameng database, providing tools to test connection, list tables, count tables, and execute SQL via environment variables.

TGich/dm_mcp_server

BossZhipin MCP Server

by derekdong-star

Enables interaction with the Boss直聘 recruitment platform to search for jobs and send automated greetings to recruiters. It features automatic QR code login and security verification using Playwright for seamless session management.

derekdong-star/mcp-boss

packmate-mcp

by umbra2728

MCP server for Packmate, a CTF network traffic analyzer, enabling LLMs to analyze network traffic streams, search patterns, and manage pcap files.

umbra2728/packmate-mcp

PyNet Bridge

by rafa2403nunez-droid

PyNet Bridge MCP implementation to connect IAs with PyNet Platform.

rafa2403nunez-droid/PyNetBridge

Sophia Labs

by mgantlett

Two MCP endpoints for building cognitive AI agents. /blueprint/mcp serves a 9-chapter architecture blueprint (4 tools). /devops/mcp serves a 7-chapter coding agent playbook (3 tools). Each product has its own Gumroad license key. Free chapters available without auth.

mgantlett/sophia-blueprint-mcp

memro MCP Server

by memrohq

Provides persistent memory for AI models by enabling the storage and retrieval of episodic, semantic, and procedural information through the memro protocol. It allows assistants to maintain long-term context via semantic search and chronological memory management.

memrohq/memro-mcp

RunPod Image MCP Server

by jashwanth0712

An MCP server that gives Claude Code and Cursor the ability to generate and edit images using RunPod's Seedream V4 and Nano Banana Pro APIs.

jashwanth0712/runpod-image-mcp

repo-memory

by yubinkim444

A different approach from typical persistent-memory MCPs. Instead of a local SQLite + embeddings store, the memory lives as plain files in a .ai-memory/ directory you commit to your repo (facts.jsonl, decisions/\*.md, gotchas.md). Git is the sync layer — what one Claude/Cursor/Cline learns about a repo, the next session (or a teammate's agent) picks up automatically. 5 MCP tools: get_rep

yubinkim444/repo-memory

mcp-clipstream

by shamis6ali

Captures copyable text from Claude Code terminal output before it's mangled by ANSI codes or line breaks, providing a clean clipboard buffer through a TUI.

shamis6ali/mcp-clipstream

lore

by yacb2

Living typed knowledge graph for software projects, exposed over MCP so coding assistants can capture and query modules, capabilities, flows, events, rules and decisions across sessions. SQLite-backed, schema-validated, ships as a Claude Code plugin.

yacb2/domaintome

seed-oil-tracker-mcp

by jaredonanisland

Seed oil (PUFA) data for 500+ US restaurant chains: letter grades, the oil each chain fries in, cleanest menu items, and rankings. Zero-dependency Python stdio server backed by the free hosted Seed Oil Tracker endpoint, no key or account needed.

JaredOnAnIsland/seed-oil-tracker-mcp

image2svg-mcp

by botmonster

An MCP server that converts raster images (PNG, JPG, WEBP) to scalable SVG vector graphics.

botmonster/image2svg-mcp

Crypto Market Data MCP Server

by eliasfire617

Provides live cryptocurrency market data from over 100 exchanges, enabling AI agents to fetch prices, order books, funding rates, and more for trading analysis and arbitrage opportunities.

eliasfire617/crypto-market-data-mcp

Odoo MCP

by techniondigitalsolutions

Safety-first Model Context Protocol server for Odoo that enables AI assistants to safely inspect records, explain business data, prepare controlled changes, and rollback supported operations.

techniondigitalsolutions/odoo-mcp

Reachy Claude MCP

by mchardysam

Integrates the Reachy Mini robot or its simulation with Claude Code to provide interactive physical feedback through emotions, speech, and celebratory animations. It features advanced capabilities like sentiment analysis, semantic problem search, and cross-project memory to enhance the developer experience.

mchardysam/reachy-claude-mcp

mcp-file-lens

by solatis

An MCP server that provides a flexible lens into directory structures and files, enabling LLM clients to efficiently navigate and understand codebases with minimal noise. It offers secure, gitignore-aware file access with tools like directory listing, file reading, and grep-like search.

solatis/mcp-file-lens

RedAlert MCP Server

by ai-for-anyone

An intelligent game assistant for Red Alert, based on LangGraph and MCP, providing asynchronous architecture and multimodal AI control for game strategy, production, and combat management.

AI-for-anyone/RedAlert

TradesPro

by dieselpro1111

TradesPro is an open source MCP server that gives AI assistants structured knowledge of the skilled trades: electrical (NEC 2023), plumbing (UPC 2024), and HVAC (IRC Mechanical).

dieselpro1111/trades-mcp-server

netsuite-saved-search-mcp

by maximizegpt

Exposes NetSuite saved search exports as a structured query interface for Claude, enabling file discovery, column inspection, filtering, aggregation, memo categorization, and anomaly detection.

maximizeGPT/netsuite-saved-search-mcp

nano-banana-mcpv2

by notfixingit3

Enables AI image generation and editing using Google's Gemini Multimodal Image APIs.

notfixingit3/nano-banana-mcpv2

xiaohongshu-viral-note-agent-skill

by xuboboo

Provides 49 MCP tools for full-cycle Xiaohongshu content operations, enabling users to research trending topics, generate viral notes, verify compliance, analyze accounts, and publish with a single authorization.

xuboboo/xiaohongshu-viral-note-agent-skill

polymarket-mcp

by pab1it0

A Model Context Protocol (MCP) server for Polymarket's Gamma Markets API.

pab1it0/polymarket-mcp

mcp-datetimeday

by cfdude

A lightweight MCP server providing comprehensive date, time, and day-of-week information. It supports relative time calculations, timezone conversions, and detailed calendar metadata like week numbers and quarters.

cfdude/mcp-datetimeday

hybrid-orchestrator

by anonymousforareason111

🤖 Implement hybrid human-AI orchestration patterns in Python to coordinate agents, manage sessions, and enable smooth AI-human handoffs.

Anonymousforareason111/hybrid-orchestrator

resolve-mcp

by jenkinsm13

Comprehensive MCP server for DaVinci Resolve with 295+ tools to control projects, timelines, editing, color grading, rendering, and more via natural language.

jenkinsm13/resolve-mcp

Phonetik

by void-n-null

Phonetic analysis engine that gives LLMs accurate rhyme detection, stress scanning, meter identification, and syllable counting backed by the full CMU Pronouncing Dictionary.

Void-n-Null/phonetik

MCP-Dubai

by mahdi-salmanzade

An MCP server that provides AI agents with access to Dubai and UAE public data (prayer times, exchange rates, school ratings, etc.) and curated business setup knowledge for entrepreneurs.

mahdi-salmanzade/MCP-Dubai

boutquin/mcp-server-email

by boutquin

Multi-account email management over IMAP and SMTP with connection pooling and OAuth2 support.

boutquin/mcp-server-email

memmd-mcp

by matamong

A shared memory layer for AI agents — one memory.md synced across Claude Desktop, Cursor, Claude Code, OpenAI Codex, and any MCP client.

matamong/memmd-mcp

pihole-mcp

by chris2ao

An MCP server for managing Pi-hole v6 DNS filtering and ad-blocking. It provides tools for monitoring statistics, controlling blocking, managing domain lists, and performing maintenance operations through a unified interface.

chris2ao/pihole-mcp

wikipedia-mcp

by rumblingb

Enables AI agents to search, read, and explore Wikipedia articles via tools like summaries, categories, and random articles, with no API keys required.

Rumblingb/wikipedia-mcp

Archy

by hslee16

Architectural sensor for Python codebases. Scores structural health (modularity, acyclicity, depth, equality), detects import cycles, enforces YAML layer rules, and runs a snapshot/diff loop so AI-assisted edits do not silently regress structure.

hslee16/Archy

Memo MCP

by milasd

Enables LLMs to search and retrieve personal journal entries using RAG, and add new entries with date filtering and multiple vector stores.

milasd/Memo-MCP

S3 Data Lake MCP Server

by anespo

Enables AI agents to query S3 data lakes using natural language, with support for CSV, JSON, Parquet and tools for data discovery, analysis, and metadata exploration.

anespo/s3-data-lake-mcp-server

kube-lint-mcp

by sophotechlabs

MCP server to lint and validate Kubernetes-related manifests(Helm, FluxCD, ArgoCD, Kustomize, etc.)

sophotechlabs/kube-lint-mcp