AI, Data & Knowledge MCP servers
Memory, knowledge graphs, vector retrieval, RAG, and reasoning helpers.
51 servers
Official MCP server providing persistent, file-backed knowledge-graph memory across sessions.
Structured step-by-step reasoning tool for breaking problems into revisable thought sequences.
Mem0's local-first memory layer: a Dockerized MCP server plus dashboard that keeps agent memories on your machine.
Temporal knowledge-graph memory for agents: add episodes and search facts over FalkorDB or Neo4j, from Zep.
The renamed zen-mcp-server: routes Claude Code, Codex or Cursor to Gemini, GPT, Grok and local models in one context.
Fully managed remote server for AWS docs, blogs, What's-New and Well-Architected guidance — no key.
Generate 26+ chart types and data visualizations using AntV, for chart generation and data analysis.
MCP server that works alongside an LLM to build validated Vizro charts and dashboards.
Connect AI to Jupyter Notebooks in real-time — run cells, read outputs, and manage multiple notebooks.
Official Qdrant server using a vector collection as semantic memory: store and find embeddings.
On-premises RAG over your local files (PDF, DOCX, CSV, MD, TXT), queryable from Claude via MCP.
AI data quality evaluation server exposing Dingo's rule- and LLM-based checks over MCP.
Archived official Mem0 server for long-term agent memory: add, search, update, and delete memories via the Mem0 API.
Official Chroma server: create collections and run vector, full-text, and metadata search.
Give AI agents context of your dbt project — run dbt CLI, query the Semantic Layer, explore lineage, and manage jobs.
Your personal data scientist assistant — explore CSV datasets with Claude through autonomous Python analysis.
Official Pinecone server: manage indexes, upsert/search records, rerank, and search Pinecone docs.
Real-time data for AI agents — markets, research, X/Twitter, crypto. No API keys, pay per call in USDC.
Connect Claude Desktop to any Hugging Face Space (Gradio app) with minimal setup — image gen, vision, TTS, STT and more.
Chat with your robotics, drone, and IoT data — deterministic SQL over ROS, PX4, ArduPilot & Betaflight logs.
Ingest, search, and RAG over data from Slack, Discord, Google Drive, GitHub, Jira, Linear and more via Graphlit.
Programmatic read & insights access to Meta (Facebook) Ads accounts, campaigns, ad sets, ads and performance data.
Offload large-context file analysis to 500+ OpenRouter models (up to 2M tokens) from any MCP agent.
Generate Apache ECharts charts locally from AI for chart generation and data analysis.
Query your Apple Health data with natural language via Elasticsearch, ClickHouse, or DuckDB.
Secure bridge between Claude.ai/Desktop and a self-hosted OpenClaw AI assistant, with OAuth2 and multi-instance routing.
Bridge to query multiple LLMs and CLI coding agents as AI "ducks" for diverse perspectives.
Access and manage your Langfuse prompts through the Model Context Protocol.
Connect Claude to Jupyter Notebook 6.x to insert, execute, edit and manage cells via MCP.
Expose any FHIR server or API as MCP tools to search, read, and write clinical data with SMART-on-FHIR auth.
Get a second opinion in Claude Code: query Codex, Gemini, OpenCode and more, with structured multi-model deliberation.
Chat with Chronulus AI forecasting and prediction agents directly from Claude.
Databricks Labs server exposing Unity Catalog functions, vector search indexes and Genie spaces as agent tools.
MCP server for spatial transcriptomics analysis via natural language
Bridge Dune Analytics on-chain query results to AI agents as CSV.
MCP server for xAI's Grok API: agentic tool calling, image/video generation, vision, and file support.
Search and download Kaggle datasets and generate starter EDA prompts from your MCP client.
Map clinical terminology to standardized OMOP CDM concepts using LLMs and the OMOPHub vocabulary API.
Search ENCODE, cross-reference 14 genomics databases, run analysis pipelines, and generate publication-ready methods from natural language.
Local-first LLM router for AI coding tools — routes prompts to the cheapest capable model with automatic provider fallback.
Search, govern, and manage Atlan data catalog assets from AI agents via the Model Context Protocol.
Query genes, variants, chemicals, and taxa from BioThings.io (mygene, myvariant, mychem) in your AI client.
Manage Kafka Schema Registry from Claude — register, evolve, compare, migrate, and export Avro schemas in plain language.
Manage Label Studio projects, tasks, and model predictions from your MCP client via the label-studio-sdk.
Give your AI assistant its own AI assistants — outsource text and image generation to 20+ model providers.
Retrieve from your Agentset RAG knowledge base directly inside Claude, Cursor, and other MCP clients.
Data scraping, document conversion, AI agents, and code execution via the Dumpling AI API.
Bioinformatics MCP server wrapping the gget toolkit for gene, sequence, structure, and enrichment queries.
Comprehensive Gemini API integration for MCP hosts with intelligent model selection and file handling.
Give LLMs real-time Brazilian agricultural data — prices, crop estimates, climate and deforestation from public sources.
Let AI agents run code inside live, stateful R sessions for real data-analysis workflows.
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