2541 Model Context Protocol servers — searchable, rated, ready to install.
Metalift MCP for AI agents: web search (2 credits), scrape, crawl, and map tools
SQLite-backed MCP server for persistent memory, full-text retrieval, and graph traversal.
Local-first AI memory layer with hybrid search. Postgres + pgvector. Self-hosted, MIT.
Magic: The Gathering card search, combo lookup, draft analytics, and Commander tools.
Search, save, organize, cook, and share recipes with any AI assistant.
Korean stock market theme lifecycle analysis (TLI) — rankings, stock lookup, predictions & prompts
Universal AI coding assistant memory — session handoff, SLM compression, and semantic retrieval.
Vivino wine data for AI assistants: search, explore, wine details and meal-aware recommendations
UK SIC code lookup, GICS/ICB mapping, and Companies House search. 731 codes, 5.6M companies.
MCP server for Atlassian Jira Data Center - search, view, and create issues
RAG retrieval IR metrics: recall@k, hit@k, MRR, NDCG@k, evaluate_batch.
Persistent memory for AI assistants with semantic search and knowledge graph relationships.
Notion for AI agents — search, read pages/blocks, query databases, create pages.
AI-powered code indexer with semantic search and knowledge graphs
Read-only Qdrant vector DB for AI agents — collections, info, browse points, count, search.
Dubstrata: Causal Financial & Narrative CDN providing Graph RAG & Deep Research Reports
PoC: Open Registry supply chain — unvetted server listing (security research)
Read-only X/Twitter MCP: posts, threads, replies, search via twscrape. No API key.
Self-hosted memory for AI agents with hybrid search, knowledge graphs, tasks, and document sync.
PoC benign MCP server for update-hijack security research
Search 47,000+ marketing agencies and get AI-matched with fitted agencies, from Pick an Agency.
Dream symbol interpretation and dream-dictionary lookups for AI agents, one API key.
Zuul CI — build failure analysis, log search, pipeline status, and job configuration
Search 367k+ verified businesses; earn cashback when an agent routes a real purchase.
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