Tools

Modern, secure MCP server for accessing ZIM format knowledge bases offline. Enables AI models to search and navigate Wikipedia, educational content, and other compressed knowledge archives with smart retrieval, caching, and comprehensive API.

MCP Server for Arknights, querying the PRTS Wiki API and serving auto-synced operator archives and voice lines from game data. Designed for fan-creation (同人創作) AI agents. Python (stdio/Docker) and TypeScript (Streamable HTTP) implementations.

interact with Keboola Connection Data Platform. This server provides tools for listing and accessing data from Keboola Storage API.

AI-native web analytics. Query pageviews, top pages, referrers, countries, devices, and custom events. Create conversion funnels and alerts.

Official MCP server for the S2.dev serverless stream platform.

eBPF-based GPU causal observability agent with MCP server. Traces CUDA Runtime/Driver APIs and host kernel events to build causal chains explaining GPU latency.

A secure, tunnel-native database bridge for AI agents. Connects localhost & on-premise databases (MSSQL, etc.) to LLMs with AST-based query safety and PII masking.

The CLI for PlanetScale Database

React data visualization MCP server with 30+ chart types. 5 tools: suggest charts for a dataset, render validated React configs to SVG, diagnose configuration anti-patterns, get component schemas, and report issues.

Firebird database MCP server that reads connection details from FlameRobin's config — no credential setup required. Access all locally registered databases in one session with full schema introspection, DDL/DML execution, execution plans, and missing index analysis.

MCP server for the Dingo: a comprehensive data quality evaluation tool. Server Enables interaction with Dingo's rule-based and LLM-based evaluation capabilities and rules&prompts listing.

MySQL database integration with configurable access controls, schema inspection, and comprehensive security guidelines

Built-in MCP server for ArcadeDB, a multi-model database (graph, document, key-value, time-series, vector) with SQL, Cypher, Gremlin, and MongoDB QL support.

Analyze spatial transcriptomics data through natural language conversation. Stop writing code, start having conversations with your data. MCP server for Claude Code and Codex.

MCP Server implementation that provides Elasticsearch interaction

A Model Context Protocol (MCP) server that provides access to your TeslaMate database, allowing AI assistants to query Tesla vehicle data and analytics.

A general-purpose MCP server that lets AI work with multiple databases within clear boundaries. Supports PostgreSQL and MySQL today with schema discovery, sampling, read-only queries, and query-plan inspection.

ClickHouse database integration with schema inspection and query capabilities

Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, and handling read status

MCP server for AniList with taste-aware recommendations, watch analytics, social tools, and full list management.

Browse Reddit posts, search content, and analyze user activity without API keys. Works out-of-the-box with Claude Desktop.

finmap.org MCP server provides comprehensive historical data from the US, UK, Russian and Turkish stock exchanges. Access sectors, tickers, company profiles, market cap, volume, value, and trade counts, as well as treemap and histogram visualizations.

Couchbase MCP server provides unfied access to both Capella cloud and self-managed clusters for document operations, SQL++ queries and natural language data analysis.

Save 30-75% on Manus AI credits through intelligent model routing, smart testing, and context hygiene. Audited across 53 scenarios with zero quality loss.

MCP Server for Snowflake including Cortex AI, object management, SQL orchestration, semantic view consumption, and more

An MCP server that provides access to Polygon.io financial market data APIs for stocks, indices, forex, options, and more.

A MCP server that keeps your chat history organized and searchable—with AI-powered summaries, secure memory, and full control.

Turn your self-hosted Immich photo library into a conversation — natural language search via CLIP, geographic album curation from GPS data, cross-source duplicate detection with perceptual hashing, library health reports, and offline-ready interactive HTML galleries. Claude Code plugin with 21 MCP tools, 11 skills, and 5 slash commands.

Toolkit for building AI-driven graph apps on Memgraph, with LangChain, MCP, and agent implementations.

MCP server for Brazilian agricultural data — connect LLMs to 10 public data sources via agrobr

MCP server for managing Apache Superset — 128+ tools for dashboards, charts, datasets, SQL Lab, access control

BioMCP: Biomedical Model Context Protocol

☁ Access real-time X/Reddit/YouTube data directly in your LLM applications with search phrases, users, and date filtering.

An official Qdrant Model Context Protocol (MCP) server implementation

Production-ready MCP server for libSQL databases with comprehensive security and management tools.

A Model Context Protocol Server for MongoDB

An MCP server to interact with Google Search Console and Bing Webmasters.

Neo4j Labs Model Context Protocol servers

A Model Context Protocol (MCP) server that enables AI agents and LLMs to query and analyze Prometheus metrics through standardized interfaces.

A high-performance Model Context Protocol (MCP) server for Trino implemented in Go.

MySQL database integration in NodeJS with configurable access controls and schema inspection

Model Context Protocol (MCP) server that provides comprehensive SQLite database interaction capabilities

Connect Supabase to your AI assistants

A self-contained Memory server with single-binary architecture (embedded DB & models, no dependencies). Provides persistent semantic and graph-based memory for AI agents.

68 tools for Swiss open data: transport, weather, geodata, companies, parliament, and more. Zero API keys required.

FHIR MCP Server – helping you expose any FHIR Server or API as a MCP Server.

Instant access to electronic component datasheets for AI agents — specs, pinouts, package info, absolute max ratings extracted from manufacturer PDFs on demand.

Local FAISS vector database for RAG with document ingestion (PDF/TXT/MD/DOCX), semantic search, re-ranking, and CLI tools for indexing and querying

A high-performance multi-database MCP server built with Golang, supporting MySQL & PostgreSQL (NoSQL coming soon). Includes built-in tools for query execution, transaction management, schema exploration, query building, and performance analysis, with seamless Cursor integration for enhanced database workflows.

A system monitoring tool that exposes system metrics via the Model Context Protocol (MCP). This tool allows LLMs to retrieve real-time system information through an MCP-compatible interface.（support CPU、Memory、Disk、Network、Host、Process）