MCP Apps & Servers

Iceberg MCP

morristai

Connect your AI to Apache Iceberg catalogs for high-performance lakehouse data exploration.

Crabtalk

crabtalk

Agent daemon for running agents, dispatching tools, and connecting to MCP servers.

Google Docs MCP

ophydami

Connect Claude to Google Docs to list, read, create, update, and search documents directly from your AI chat.

Laurus

mosuka

Lexical Augmented Unified Retrieval Using Semantics for hybrid vector and lexical search.

FinanceMCP

guangxiangdebizi

Professional financial data MCP server integrating Tushare and Binance for real-time market analysis.

MCP Manager

dmaxter

Bridge LLMs and MCP servers with flexible workspace configurations and multi-model support.

SigNoz MCP Server

asmud

Integrate SigNoz observability platform with AI assistants to query metrics, logs, traces, and alerts.

Render MCP Server

render-oss

Official Render MCP server for managing web services, static sites, cron jobs, and Postgres databases via LLMs.

StarRocks MCP Server

starrocks

Directly connect AI assistants to StarRocks databases for SQL execution, schema exploration, and data visualization.

Pentest AI

0xsteph

Autonomous penetration testing AI with 150+ security tools, exploit chaining, and PoC validation.

Keycloak MCP

christophenglisch

AI-powered administration for Keycloak users and realms via Model Context Protocol.

Kimi Code MCP

oni-chan69

Delegate bulk codebase analysis to Kimi K2.5 (256K context) to save Claude Code token costs.

MCP Plan.IO

karateboss

Connect AI agents to Plan.IO (Redmine) to read and search project issues.

MegaMemory

0xk3vin

Persistent project knowledge graph for coding agents with semantic search and in-process embeddings.

SolarWinds Service Desk MCP

mikimatsub

Manage SWSD tickets, KB articles, and service catalogs directly from your AI agent via Model Context Protocol.

TestDriver AI

testdriverai

Vision-based E2E testing SDK that spawns ephemeral devices and uses AI to write, run, and debug deterministic browser and desktop tests.

Task Management MCP

Aayush9029

Connect AI assistants to an iOS task manager for automatic task creation, tracking, and mobile notifications.

ChEMBL MCP Server

augmented-nature

Advanced access to the ChEMBL chemical database for drug discovery, chemical informatics, and bioactivity analysis.

Excel Analyser MCP

contactakagrawal

Read, query, and chunk Excel, CSV, and JSON files via MCP — supports stdio, HTTP, and SSE transports with automatic pagination for large datasets.

nSelf CLI

nself-org

Self-hosted backend platform providing PostgreSQL, GraphQL, and Auth with a powerful MCP interface.

Plumb

tathagat22

Figma-to-code MCP server with a verification loop and no REST rate limits for all Figma plans.

Portfolio MCP UI

khiwniti

A protocol-native portfolio surface that turns a career history into a set of addressable MCP tools.

TeleMem

teleai-uagi

High-performance agent memory layer with semantic deduplication, multimodal video reasoning, and per-character profiles.

WhatsUpDoc

paradiselabs-ai

Scrape any developer documentation site and save it locally as clean Markdown — powered by MCP for standardized CLI-to-server communication.

TomTom Maps MCP

tomtom-international

Integrate professional geospatial services including search, routing, and real-time traffic data into AI agents.

Dune Analytics MCP

kukapay

Bridge Dune Analytics data to AI agents for real-time blockchain data and query results.