MCP servers and skills: search, filter by where they run, and compare.
Nothing matches every word exactly, so these are the closest matches.
Guides building on Qdrant Edge, the embedded in-process shard. Use when someone asks 'how to sync Edge with the server', 'keep a local shard in sync with Qdrant Cloud', 'BM25 or keyword search on Edge
OfficialSkillApache-2.0★ 256 in collectionNo key
Knolo turns documents into a verifiable Knowledge Image (.knolo): one portable file you can mount, query, and prove. Deterministic retrieval, cryptographic roots, fail-closed verification. Local-first
Node.jsApache-2.0★ 51No key
Logging utility with CLI, API, SQLite support, and web interface for log visualization.
SkillApache-2.0Few starsNo key
Query robotics, drone, and IoT data in plain English through an MCP server, with an intelligent edge data reduction pipeline that keeps only the data that matters.
PythonApache-2.0★ 399No key
Local-first associative memory and vector search for AI agents, with Rust, Python, Node.js, and MCP integrations.
Node.jsApache-2.0★ 21No key
Turn Spark/Hive SQL into structured, traceable facts for Agents, RAG, and AI knowledge bases.
SkillApache-2.0★ 5No key
Guides Qdrant deployment selection. Use when someone asks 'how to deploy Qdrant', 'Docker vs Cloud', 'local mode', 'embedded Qdrant', 'Qdrant EDGE', 'which deployment option', 'self-hosted vs cloud',
OfficialSkillApache-2.0★ 256 in collectionNo key
Setting up and running Qdrant Hybrid Cloud on your own Kubernetes cluster (managed, on-prem, or edge): prerequisites, storage/CSI and backups, installing the Qdrant Cloud agent and operator, creating/
OfficialSkillApache-2.0★ 256 in collectionNo key
Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.
PythonApache-2.0★ 2.0kNo key
Let AI agents message each other and hand off work across tools, sessions, and machines.
SkillApache-2.0★ 6No key
Node.jsApache-2.0Few starsNo key
Local, LLM-free memory for AI agents. A single offline Rust binary — deterministic and auditable — that learns from use, forgets the irrelevant, and strengthens what matters. No cloud, no API keys.
SkillApache-2.0★ 316No key
Agent Skill + MCP server for Supabase Realtime/CDC: bounded subscription primitive that fits Edge Function isolate budgets, pgvector composition, eval-first methodology with pre-registered thresholds.
SkillApache-2.0Few starsNo key
AI-first, zero-dependency JavaScript database. Vector search, agent memory, MCP server, and encryption built in. Node.js, Bun, Deno, browsers, and edge runtimes.
SkillApache-2.0★ 21No key
Rust graph-vector database: OpenCypher (99.9% of evaluated TCK scenarios pass), vector search, graph algorithms, RESP + HTTP. LDBC SNB Interactive and BI complete; 1B edges on one machine.
SkillApache-2.0★ 185No key
sxq is the official command-line tool for Superun, the vibe coding platform. It syncs your Superun project files to your local machine so you can edit them with your favorite editor or AI coding agent
SkillApache-2.0★ 5No key
▎ Football Knowledge Graph — 16K nodes, 12K edges of tournaments, teams, players, goals and stadiums built from DataHub datasets using Samyama Graph Database.
SkillApache-2.0★ 3Few starsNo key
Intent-aware memory for LLM agent.Why every connection exists?, not just that it does.
PythonApache-2.0★ 4Few starsNo key
Agent-native bi-temporal graph store: verified temporal operators as LLM tools + trace-grounded answer verification
PythonApache-2.0★ 5No key
Browser-native, embeddable BI — dashboards run on DuckDB-WASM over an Apache Arrow data plane for ~zero cost per view, with one-tag embedding, JWT auth, and server-enforced row-level security. LLM/MCP
SkillApache-2.0★ 4Few starsNo key
Search the PubChem chemical database for compounds, properties, safety data, bioactivity, cross-references, and entity summaries via MCP. STDIO or Streamable HTTP.
Node.jsApache-2.0★ 10No key
MCP-native task management for AI agent fleets
Node.jsApache-2.0★ 11Needs a key
PostgREST MCP Server works with any PostgREST server like Supabase or Neon Data API. OAuth2 authentication and streamable HTTP.
SkillApache-2.0★ 1Few starsNo key
HPC aggregation pipeline and API/MCP server for LLM-mediated biomedical data integration
SkillApache-2.0★ 5No key
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