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The real catalog of tools for AI agents

Google tells you what exists. Faceabot tells you what holds up.

45,319real tools
29,744callable over HTTPS
20,323measured
7,424proven reliable
Corollary — scientific AI models, tools and databases Being measured · 100% over 1 checks Real task being tested · 1/1

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 details
Epoch Ai Models Being measured · 0% over 1 checks

Epoch AI — AI models database

MCP endpoint : https://gateway.pipeworx.io/epoch-ai-models/mcp · website · measurements and details
codeseeker Not measured yet

Graph-powered code intelligence with semantic search and knowledge graph for AI assistants

Package npm : codeseeker · website · measurements and details
Graph-Mem Not measured yet

Persistent knowledge-graph memory for AI agents, with local semantic search. No API keys.

Package pypi : graphmem-mcp · website · measurements and details
Neural Graph Mapper Being measured · 0% over 1 checks

Transform unstructured text into queryable semantic knowledge graphs.

MCP endpoint : https://neural-graph-mapper-mcp.vercel.app/api/mcp · measurements and details
shodh-memory Not measured yet

Cognitive memory for AI agents — semantic search, Hebbian learning, knowledge graphs.

Package npm : @shodh/memory-mcp · website · measurements and details
memograph Not measured yet

Graph-based memory system for LLMs with knowledge graphs and semantic search.

Package pypi : memograph · website · measurements and details
crg Not measured yet

Token-efficient code review knowledge graph: semantic search and call-graph resolution.

Package pypi : better-code-review-graph · website · measurements and details
NLP.COM.AI Open Model Catalog Reliable (measured) · 100% over 5 checks Does the job (tested) · 5/5

Search curated open-weight AI model releases, licenses, architectures, and primary sources.

MCP endpoint : https://nlp.com.ai/mcp · measurements and details
Artificial eXperience Intelligence (AXI) Reliable (measured) · 100% over 44 checks Does the job (tested) · 44/44

AXI 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 details
better-code-review-graph Not measured yet

Token-efficient code review knowledge graph: semantic search and call-graph resolution.

Package pypi : better-code-review-graph · website · measurements and details
searchit model catalog Private (key required)

AI model prices, providers, EU hosting and benchmarks: find, compare, save and watch offers.

MCP endpoint : https://models.searchit-agent.ai/mcp · website · measurements and details
Erik Bethke's Blog & Knowledge Graph Flaky · 96% over 26 checks Does the job (tested) · 25/25

Search, 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 details
MigraFlow - Database Migration AI Not measured yet

AI-powered database migration. Analyze schemas, generate SQL, calculate risks.

Package pypi : migraflow-mcp · website · measurements and details
VISEON Ask Reliable (measured) · 100% over 5 checks

VISEON's Schema.org knowledge graph: products, services, people, FAQs and terms, from viseon.io

MCP endpoint : https://viseon.io/mcp · website · measurements and details
dVeracity Semantic API Private (key required)

Natural-language queries over a verified emissions knowledge graph, plus standards validation

MCP endpoint : https://api.dveracity.com/mcp · website · measurements and details
MADB — Agent Memory Database Not measured yet

Durable causal memory for AI agents — semantic recall, causal lineage, and skills. Local-first.

Package pypi : madb-mcp-server · website · measurements and details
Fodda Knowledge Graphs Private (key required)

Expert-curated knowledge, brand, research & earnings intelligence — 46 tools, 220+ graphs.

MCP endpoint : https://mcp.fodda.ai/mcp · website · measurements and details
Roar AI Private (key required)

Deploy 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 details
openLCA MCP Server Not measured yet

Connect AI assistants to openLCA. 35 tools for database search, model building, and LCIA.

Package pypi : b280-olca-mcp · website · measurements and details

AI 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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