MCP Catalog
Browse 149 Model Context Protocol servers · AI & Machine Learning · Apache License 2.0Clear
+9 more
Hybrid vector + reasoning retrieval, agent memory, multi-agent orchestration, MCP server, and RAG.
Exactly-once execution guard for AI agents. Prevents duplicate payments and webhooks on retry.
Search arXiv papers, download full text, semantic search, citation graphs, and alerts via MCP.
Model inventory and governance: trace deployed models and their dependencies as an append-only log
Semantic code graph: 42 tools, 38 languages. Callers, impact, AI context, memory, PR review.
Interact with Opik prompts, traces, datasets and metrics through the Model Context Protocol.
Deterministic decision engine with receipts. Define rules in YAML, query a graph, get proof.
Bee — The Progressive Intelligence Engine: tiered LLM, 4 tools, hosted API, free tier.
Link compounds to protein targets, rank bioactivity, and look up drug mechanisms and indications.
Look up genes, fetch sequences, predict variant consequences, find orthologs and xrefs via Ensembl.
Author verifiable eval records through a draft→review→revise→submit loop with enforced graders.
Look up allele frequencies by ancestry, gene constraint, variants, and coverage over gnomAD.
MCP Server for 3D protein structural data retrieval & analysis from RCSB PDB, PDBe, and UniProt.
Search PubChem compounds, properties, safety data, bioactivity, and cross-references.
Protein research over UniProtKB — search by function, fetch curated records, map IDs, proteomes.
Pre-computed metadata context engine for AI-driven data analytics
AI agent security: prompt injection detection, semantic memory, output scanning, prompt hardening
Score your judgment over AI-assisted work. Hone scores you, not the model.
Expose deterministic ChainWeaver flows as MCP tools without LLM calls between steps.
Local-first codebase intelligence MCP server for AI coding agents.
Post bounties, solve tasks, earn credits on Emergence Science — the agent economy.
Trust & human sign-off for AI agents: approval required before irreversible agent actions
MCP Server for Metabase - 111 tools for SQL generation, dashboards & PostgreSQL
MCP server for JCGE discovery, modeling guidance, solving, validation, and equation rendering.