Google tells you what exists. Faceabot tells you what holds up.
Find open biology and chemistry AI models, bioinformatics tools and databases, and run them online.
MCP endpoint :https://corollary-labs.com/mcp · website · measurements and detailsEpoch AI — AI models database
MCP endpoint :https://gateway.pipeworx.io/epoch-ai-models/mcp · website · measurements and detailsGraph-powered code intelligence with semantic search and knowledge graph for AI assistants
Package npm :codeseeker · website · measurements and detailsPersistent knowledge-graph memory for AI agents, with local semantic search. No API keys.
Package pypi :graphmem-mcp · website · measurements and detailsTransform unstructured text into queryable semantic knowledge graphs.
MCP endpoint :https://neural-graph-mapper-mcp.vercel.app/api/mcp · measurements and detailsCognitive memory for AI agents — semantic search, Hebbian learning, knowledge graphs.
Package npm :@shodh/memory-mcp · website · measurements and detailsGraph-based memory system for LLMs with knowledge graphs and semantic search.
Package pypi :memograph · website · measurements and detailsToken-efficient code review knowledge graph: semantic search and call-graph resolution.
Package pypi :better-code-review-graph · website · measurements and detailsSearch curated open-weight AI model releases, licenses, architectures, and primary sources.
MCP endpoint :https://nlp.com.ai/mcp · measurements and detailsAXI design reviews, gated AXI Score, and paper search for AI assistants, agents, and robots.
MCP endpoint :https://axi.sripto.tech/api/mcp · website · measurements and detailsToken-efficient code review knowledge graph: semantic search and call-graph resolution.
Package pypi :better-code-review-graph · website · measurements and detailsAI model prices, providers, EU hosting and benchmarks: find, compare, save and watch offers.
MCP endpoint :https://models.searchit-agent.ai/mcp · website · measurements and detailsSearch, read, and traverse 3,800+ posts on AI, energy, policy, games, and investing as a graph.
MCP endpoint :https://erikbethke.com/api/mcp · website · measurements and detailsAI-powered database migration. Analyze schemas, generate SQL, calculate risks.
Package pypi :migraflow-mcp · website · measurements and detailsVISEON's Schema.org knowledge graph: products, services, people, FAQs and terms, from viseon.io
MCP endpoint :https://viseon.io/mcp · website · measurements and detailsNatural-language queries over a verified emissions knowledge graph, plus standards validation
MCP endpoint :https://api.dveracity.com/mcp · website · measurements and detailsDurable causal memory for AI agents — semantic recall, causal lineage, and skills. Local-first.
Package pypi :madb-mcp-server · website · measurements and detailsExpert-curated knowledge, brand, research & earnings intelligence — 46 tools, 220+ graphs.
MCP endpoint :https://mcp.fodda.ai/mcp · website · measurements and detailsDeploy the apps you build with AI, with databases and domains, and call 200+ AI models on one key.
MCP endpoint :https://cloud.roar-ai.com/mcp · website · measurements and detailsConnect AI assistants to openLCA. 35 tools for database search, model building, and LCIA.
Package pypi :b280-olca-mcp · website · measurements and detailsAI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt
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