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Google's official MCP server with prebuilt BigQuery tools, querying datasets via Application Default Credentials.
Create, manage, and query your InstantDB apps, schemas, permissions, and data from your AI editor.
AI-powered reverse engineering: bridge IDA Pro to LLMs for vibe reversing via MCP.
Lets LLMs reverse engineer binaries in Ghidra: decompile functions, rename symbols, trace imports, exports and xrefs.
Connect your personal WhatsApp: search, read and send messages and media locally
Official Notion server to read, search, create, and update pages and databases in your workspace.
Isolated, containerized dev environments for coding agents — each agent works in its own git branch.
Index local code into a graph database to give AI assistants deep, queryable code context.
Zero-dependency, token-efficient database MCP server for Postgres, MySQL, SQL Server, MariaDB, and SQLite.
Read/write Postgres access plus index tuning, EXPLAIN plans, and database health analysis for AI agents.
Official Supabase server: manage tables, run SQL, branches, configs and edge functions from your AI client.
Manage serverless Postgres on Neon with natural language: projects, branches, migrations, and SQL.
Read-only (optionally write) access to MySQL databases for LLMs — inspect schemas and run SQL queries.
Run SQL over files, databases, and 40+ apps (GitHub, Notion, Chrome, Todoist) — and expose them to LLMs via MCP.
Secure, structured access to MySQL databases for AI clients — query, sample, and inspect schemas via MCP.
Run Cypher queries and explore graph schema on Neo4j from your AI assistant.
Control DaVinci Resolve Studio from AI assistants via the official Scripting API, with source-safe media tooling.
把腾讯云 CloudBase 接入 AI IDE，让 AI 生成的应用从提示词一键部署上线。
Official ClickHouse server: read-only SQL queries plus database/table exploration and chDB support.
AI-friendly MCP server for the Notion API — find, read, query, and update Notion workspaces with compact, agent-ready responses.
Local Apple documentation index served to AI agents over MCP — docs, HIG, Swift Evolution, packages, and sample code.
Safely run SQL, manage schema, call the Supabase Management API & Auth Admin from your IDE — with built-in safety controls.
Query local DuckDB files, in-memory DBs, S3, or MotherDuck cloud with read/write SQL.
Official Chroma server: create collections and run vector, full-text, and metadata search.
Query any PostgreSQL database in natural language via MCP, with safe read-only SQL and streaming.
Auto-generate a secure, LLM-optimized MCP server or REST API for your database in minutes.
Official Pinecone server: manage indexes, upsert/search records, rerank, and search Pinecone docs.
Read and write access to Airtable bases — inspect schemas, query, and modify records, tables, fields, and comments.
Connect Claude directly to PostgreSQL, MySQL, SQLite, Oracle, MS SQL and other SQLAlchemy databases.
Cut Claude Code context usage 60-90% via caching, Brotli compression, and smart tool replacements.
Give AI assistants structured access to MySQL, PostgreSQL, SQLite, Oracle, and TimescaleDB simultaneously.
Analyze BloodHound Active Directory attack paths with natural language via 75+ Cypher-backed MCP tools.
Query SEC EDGAR filings — 10-K/10-Q/8-K sections, XBRL financials, insider trades — with exact numbers and source URLs.
Control iOS simulators with natural-language commands from your LLM, powered by Facebook's idb.
Query, explore, and govern Apache Doris databases via MCP — NL2SQL, metadata, and analytics tools.
Read and send macOS iMessage/SMS from your Messages database, with attachments and contacts.
Ranks every file by importance, maps dependencies, and keeps AI summaries fresh in the background.
Search, analyze, and manage Elasticsearch & OpenSearch clusters through MCP tools.
Let LLMs query, aggregate, and write to MongoDB with schema inference and read-only protection.
Manage multiple SSH servers from Claude Code or OpenAI Codex — execute commands, transfer files, backups, DB ops, health monitoring.
MySQL CRUD plus anomaly analysis: SQL optimization, health checks, lock and index diagnostics, with role-based permissions.
Let AI assistants work directly with Firebase Firestore, Storage, and Authentication.
Natural-language queries to MySQL/PostgreSQL via XiYanSQL text-to-SQL
Connect LLMs to the Milvus vector database for vector, text, and hybrid search plus collection management.
Full-featured MCP server for querying, aggregating, and managing MongoDB databases via natural language.
Query Snowflake databases over MCP — read/write SQL, schema discovery, and data-insight memos.
Query and manage a local DuckDB database from your LLM via the Model Context Protocol.
Let LLMs query, inspect, and manage MongoDB databases through natural language.
MCP server for MySQL database operations: query, execute, list and describe tables via prepared statements.
Secure, read-only access to Google BigQuery datasets for LLMs, with field-level PII/PHI protection.
Inspect BigQuery schemas and run SQL queries from your LLM client.
Semantic code search & navigation for AI agents — jump to the exact functions and chunks instead of reading whole files.
Search and manage your Discogs music catalog, collection, wantlist, and marketplace from your AI client.
Comprehensive SQLite database interaction over MCP: CRUD, introspection, and custom SQL queries.
High-performance Go MCP server that lets AI assistants run SQL queries and explore data across a Trino cluster.
Safe, read-only SQLite database exploration and querying for LLMs, built on FastMCP.
Connect AI to Last9 production observability: logs, metrics, traces, exceptions and alerts.
DigitalOcean's App Platform MCP: deploy apps, tail logs, roll back. Archived — superseded by mcp-digitalocean.
Prisma's official MCP: run migrations, provision Prisma Postgres, execute SQL and manage backups from your agent.
Query, write, and manage an InfluxDB v2 instance via the InfluxDB OSS API v2.
Manage Redis Cloud subscriptions, databases, and tasks with natural language.
Search NPM, crates.io, NuGet, PyPI, Go registries and GitHub Security Advisories for up-to-date package info.
Bring CodeLogic's software dependency and impact-analysis data into your AI coding assistant.
Search ENCODE, cross-reference 14 genomics databases, run analysis pipelines, and generate publication-ready methods from natural language.
Universal interface between AI agents and Alibaba Cloud Hologres — query metadata, run SQL, diagnose performance.
Retrieve and analyze Ramp finance data (transactions, bills, reimbursements) via an in-memory SQLite ETL pipeline.
Official MCP server for InfluxDB 3 (Core/Enterprise/Cloud) — query, write, and manage databases and tokens.
Local-first LLM router for AI coding tools — routes prompts to the cheapest capable model with automatic provider fallback.
Query and manage SingleStore workspaces, jobs, notebooks, and Stage files in natural language.
Query genes, variants, chemicals, and taxa from BioThings.io (mygene, myvariant, mychem) in your AI client.
Let LLMs query Couchbase clusters, run SQL++, manage documents, and analyze query performance.
SQL static analysis, linting, and dialect conversion for your AI assistant, powered by SQLGlot.
Bioinformatics MCP server wrapping the gget toolkit for gene, sequence, structure, and enrichment queries.
Read-only MCP server for searching and reading your macOS iMessage history and Contacts.
Query and analyze GreptimeDB observability data (metrics, logs, traces) via SQL, TQL, and RANGE queries.
Query and explore YDB databases from any MCP-compatible LLM using natural language.
Adaptive prep for the Claude Certified Architect exam: 390 questions, spaced repetition, guided capstone, zero sycophancy.
Manage Turso databases and run SQL from an agent, with separate read-only and destructive query tools.