1,327 tagged Data and AI, measured the same way as everything else here.
Browse within: model-context-protocol 101ai-tools 27embeddings 22local-first 22knowledge-graph 19knowledge-base 16claude-desktop 15fastmcp 15gemini 15chromadb 11agent-memory 10claude-code-plugin 10data-engineering 10hybrid-search 10
aws-samples/sample-laboratory-data-transformation-mcp
MCP server Claude CodeCodexCursor +2 ✓ vendor
MCP server "allotrope-mcp-server" as configured in aws-samples/sample-laboratory-data-transformation-mcp. Runs locally from the allotrope-mcp-server Python package.
MCP server Claude CodeCodexCursor +2
Local-only Node.js CLI + MCP server for ingesting Markdown docs and exposing retrieval tools. Runs locally from the @jaxsonwang/docs-mcp npm package.
MCP server Claude CodeCodexCursor +2
A graph-based memory system for LLMs with intelligent retrieval using knowledge graphs, hybrid search, and semantic embeddings. Runs locally from the memograph Python package. Needs 7 environment variables to run.
MCP server Claude CodeCodexCursor +2
MCP Server for FG-CLIP embedding services. Runs locally from the fgclip-mcp Python package.
MCP server Claude CodeCodexCursor +2
A lean, local code-and-artifact knowledge graph that speaks SPARK. Runs locally from the aspark-graph Python package.
MCP server Claude CodeCodexCursor +2
Trustworthy retrieval for an AI agent's own memory — verdict, confidence and provenance per hit, or an explicit abstention. Runs locally from the recall-rag Python package. Needs 3 environment variables to run.
MCP server Claude CodeCodexCursor +2
Model Context Protocol server (stdio + remote Streamable HTTP) that lets agents save .md files (with images) straight into md-log. A thin authenticated HTTP client over the hosted md-log service. Runs locally from the md-log-mcp npm package. Needs 2 environment variables to run.
MCP server Claude CodeCodexCursor +2
Model Context Protocol server for Citadel: encrypted memory as MCP tools. Runs locally from the citadeldb-mcp Python package. Needs 1 environment variable to run.
MCP server Claude CodeCodexCursor +2
A multi-interface (REST and MCP) server for natural language inference. Runs locally from the omni-nli Python package.
MCP server Claude CodeCodexCursor +2
Semantic search over WSO2 docs (APIM, MI, Choreo, Ballerina) via RAG and pgvector. Runs locally from the wso2-docs-mcp-server npm package. Needs 5 environment variables to run.
MCP server Claude CodeCodexCursor +2
MCP server "vector-db-mcp" as configured in kroq86/Plojure. Runs in Docker (ghcr.io/kroq86/vector-db-mcp:0.1.1).
silverbackmarketing/ai-readiness
MCP server Claude CodeCodexCursor +2
Generate 18 AI readiness files (llms.txt, ai.txt, RAG indexes, schema) for any website. Remote server at ai.silverbackmarketing.com.
MCP server Claude CodeCodexCursor +2
MCP server "dify-mcp-server" as configured in teddylee777/dify-mcp-server. Runs locally from the dify-mcp-server Python package.
MCP server Claude CodeCodexCursor +2
MCP server that proxies image analysis to OpenRouter vision models. Runs locally from the @forloopcodes/visionmcp npm package.
wang-junjian/ragflow-mcp-server
MCP server Claude CodeCodexCursor +2
RAGFlow MCP Server - A Model Context Protocol server integrating with RAGFlow APIs. Runs locally from the ragflow-mcp-server Python package.
MCP server Claude CodeCodexCursor +2
A Python library for relational learning on knowledge graphs. Runs locally from the kgraph Python package.
MCP server Claude CodeCodexCursor +2
Fast PyAirbyte - Generate data pipelines as code using PyAirbyte and AI. Runs locally from the fast-pyairbyte npm package.
MCP server Claude CodeCodexCursor +2
Pure Node.js MCP server for downloading HuggingFace models with enhanced HTTP API and smart filtering. Runs locally from the mcp-huggingfetch npm package.
MCP server Claude CodeCodexCursor +2
Universal prompt loader MCP server. Runs locally from the shinkuro Python package.
MCP server Claude CodeCodexCursor +2
A standalone backend server for the Notemd Obsidian plugin, providing AI-powered text processing and knowledge management. Runs locally from the notemd-mcp-server npm package.
MCP server Claude CodeCodexCursor +2
MCP server "ml-lab-mcp" as configured in PushPullCommitPush/ml-mcp. Runs locally from the ml-lab-mcp Python package.
MCP server Claude CodeCodexCursor +2
MCP server providing multimodal vision capabilities via OpenAI-compatible APIs. Runs locally from the vision-mcp npm package.
MCP server Claude CodeCodexCursor +2
MCP server for managing AI-friendly document collections — convert PDFs, split by chapter, index for chat projects. Runs locally from the docshelf-mcp Python package.
MCP server Claude CodeCodexCursor +2
Point it at a video, image, or PDF — get structured JSON. Runs local (Ollama, LM Studio, oMLX) or cloud (OpenRouter). CLI + MCP server for Claude Code, Cursor, and Claude Desktop. Runs locally from the vidlizer Python package.
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: