51 MCP servers in this category. Categories are generated automatically and are for reference only.
DeusData/codebase-memory-mcp46kHigh-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.
TabularisDB/tabularis5.1kOpen-source desktop SQL workspace with 3 built-in database drivers and 16 shipped plugins, including SQL Server, DuckDB, ClickHouse and Redis. Built-in MCP server for Claude, Cursor and Devin, SQL notebooks and visual EXPLAIN.
prest/prest4.6kPostgreSQL ➕ REST, low-code, simplify and accelerate development, ⚡ instant, realtime, high-performance on any Postgres application, existing or new, MCP server
antvis/mcp-server-chart4.4k🤖 A visualization mcp & skills contains 25+ visual charts using @antvis. Using for chart generation and data analysis.
irinabuht12-oss/google-ads-meta-ads-mcp4.3kGoogle Ads MCP server + Meta Ads MCP (Facebook Ads MCP) + GA4 + Search Console in one hosted remote MCP for Claude, ChatGPT, Cursor & n8n: 250+ tools, OAuth login, no API keys, approval-gated writes, free. By Ryze AI.
bytebase/dbhub3.6kToken conscious database MCP server for Postgres, MySQL, SQL Server, Oracle, MariaDB, SQLite.
doobidoo/mcp-memory-service2kOpen-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.
timescale/pg-aiguide1.9kMCP server and Claude plugin for Postgres skills and documentation. Helps AI coding tools generate better PostgreSQL code.
datagouv/datagouv-mcp1.6kOfficial data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbots to search, explore, and analyze datasets from the French national Open Data platform, directly through conversation.
designcomputer/mysql_mcp_server1.4kA Model Context Protocol (MCP) server that enables secure interaction with MySQL databases
Dataojitori/nocturne_memory1.4kA lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents. Say goodbye to Vector RAG and amnesia. Empower your AI with persistent, graph-like structured memory across any model, session, or tool. Drop-in replacement for OpenClaw.
aoci-spec/aoci-code1.3kA persistent, Git-versioned map of your whole codebase and database schema that coding agents read before they touch anything. Local-first MCP server + CLI in Go: a governed repository index of code knowledge that gives Claude Code, Codex, Cursor, and opencode long-term context, memory, and code intelligence.
ArcadeData/arcadedb1.2kBuilt-in MCP server for ArcadeDB multi-model database (graph, document, vector, time-series)
mongodb-js/mongodb-mcp-server1.1kA Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.
HelpCode-ai/anythingmcp1kOpen-source, self-hosted MCP gateway: turn any REST/OpenAPI, SOAP, GraphQL, OData or SQL API into MCP tools for Claude, ChatGPT & Copilot. 325 connectors incl. SAP S/4HANA & Business One, ERP, e-commerce.
alpacahq/alpaca-mcp-server1kAlpaca’s official MCP Server lets you trade stocks, ETFs, crypto, and options, run data analysis, and build strategies in plain English directly from your favorite LLM tools and IDEs
neo4j-contrib/mcp-neo4j988Neo4j Labs Model Context Protocol servers
agentic-community/mcp-gateway-registry966Enterprise-ready MCP Gateway & Registry that centralizes AI development tools with secure OAuth authentication, dynamic tool discovery, and unified access for both autonomous AI agents and AI coding assistants. Transform scattered MCP server chaos into governed, auditable tool access with Keycloak/Entra integration.
arben-adm/mcp-sequential-thinking953Local MCP work notes with persistent sessions, decisions, evidence and resumable tasks.
orneryd/NornicDB897Nornicdb is a distributed low-latency, Graph+Vector, Temporal MVCC with all sub-ms HNSW search, graph traversal, and writes. Using Neo4j Bolt/Cypher and qdrant's gRPC means you can switch with no changes while adding intelligent features like schemas, managed embeddings, reranking+llm, GPU accel, Auto-TLP, Policy-based Memory Decay, and MCP server.
alexander-zuev/supabase-mcp-server831Query MCP enables end-to-end management of Supabase via chat interface: read & write query executions, management API support, automatic migration versioning, access to logs and much more.
okf-memory/okf-agent-memory756Git-native persistent memory for AI coding agents. Implements Google OKF v0.2 with sub-300µs in-memory BM25 search, embedded MCP server, and progressive disclosure. Slashes token bloat by 80% with zero external databases or dependencies. Built in pure Go.
elastic/mcp-server-elasticsearch717No description
0xK3vin/MegaMemory716Persistent project knowledge graph for coding agents. MCP server with semantic search, in-process embeddings, and web explorer.