Google tells you what exists. Faceabot tells you what holds up.
Persistent understanding via workflow prompts, typed updates, graph-native code, and supersession.
Package npm :understanding-graph · website · measurements and detailsPublic registry of code-knowledge graphs for AI agents with schema validation and drift detection.
Package npm :@looptech-ai/understand-quickly-mcp · website · measurements and detailsRepository knowledge graph MCP server for codebase understanding and debugging.
MCP endpoint :https://meeba-context-mcp-469248886325.us-central1.run.app/mcp · website · measurements and detailsAn MCP server for Text2SQL: transforms natural language into SQL using graph schema understanding.
Package oci :docker.io/falkordb/queryweaver:0.0.11 · website · measurements and detailsCodebase understanding for AI coding agents — symbol graph, blast radius, semantic search.
Package mcpb :https://github.com/luuuc/sense/releases/download/v0.84.3/sense_0.84.3_darwin_arm64.mcpb · website · measurements and detailsSemantic code graph for AI-assisted code understanding via tree-sitter and MCP.
Package npm :rpg-encoder · website · measurements and detailsThe second brain your AI agents share. It builds itself from your work and keeps itself current.
MCP endpoint :https://api.team0.ai/v1/mcp · website · measurements and detailsA powerful MCP server for codebase architecture analysis and automated governance.
Package npm :ua-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 detailsThe Graph MCP — indexed blockchain data via subgraph GraphQL queries
MCP endpoint :https://gateway.pipeworx.io/the-graph/mcp · website · measurements and detailsCheck a plot document and get a link that opens it in Graph Paper. No account, no key.
MCP endpoint :https://graph-paper.io/mcp · website · measurements and detailsArchitecture-grounded query for AI agents. Governance constraints, evidence-linked answers.
MCP endpoint :https://ontoramp-graph-query.fly.dev/mcp · website · measurements and detailsGround GTM agents in governed, cited company truth.
MCP endpoint :https://app.assay.wiki/api/mcp/v2/mcp · website · measurements and detailsManage Microsoft 365 email, calendar, contacts and inbox rules via the Graph API with OAuth 2.0.
MCP endpoint :https://mcps.work/mcp · website · measurements and detailsMochii work graph: projects, tasks, meetings. Stiki OAuth. Not Nexus memory.
MCP endpoint :https://mochii-mcp.chibitek.com/mcp · website · measurements and detailsIndependent ledger of AI-agent money on Base: ranked agents, payments, detections, statements
MCP endpoint :https://agenticfinancegraph.com/mcp · website · measurements and detailsExpert-curated knowledge, brand, research & earnings intelligence — 46 tools, 220+ graphs.
MCP endpoint :https://mcp.fodda.ai/mcp · website · measurements and detailsTriG graph-brace count, body discarded
MCP endpoint :https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/trig-ok/mcp · website · measurements and detailsFindings on what compounds and supplements do in the body, with evidence strength, quote and paper.
MCP endpoint :https://catalystproject.ai/mcp · website · measurements and detailsOpen Graph meta count, markup discarded
MCP endpoint :https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/og-meta-n/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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