Google tells you what exists. Faceabot tells you what holds up.
Geospatial intelligence with Mapbox APIs like geocoding, POI search, directions, isochrones, etc.
MCP endpoint :https://mcp.mapbox.com/mcp · website · measurements and detailsNetwork topology editor — Claude builds diagrams via MCP. nmap/CSV import, one-click SSH.
Package npm :@den.dance/network-diagram-mcp · website · measurements and detailsMapbox MCP.
MCP endpoint :https://gateway.pipeworx.io/mapbox/mcp · website · measurements and detailsReference for multi-agent LLM topologies: patterns, aliases, sources, starters; one gated report.
MCP endpoint :https://topologyindex.com/mcp · website · measurements and detailsDeterministic layered code graph MCP server with framework overlays and SCIP interop.
Package npm :@levnikolaevich/hex-graph-mcp · website · measurements and detailsBest-price cross-chain swap quotes across 70 chains (EVM + Solana). Holds no keys, never signs.
MCP endpoint :https://mcp.layerhop.com/mcp · website · measurements and detailsDeterministic multi-hop graph retrieval for RAG. Zero LLM calls in the query path.
Package pypi :hubmesh · website · measurements and detailsAI access to Mapbox docs, API references, style specs, and guides. No token required.
MCP endpoint :https://mcp-docs.mapbox.com/mcp · website · measurements and detailsKnowledge graph of a PHP codebase by static analysis: calls, routes, buses, layers, impact
Package oci :ghcr.io/hbenabdallah/phpgraph:1.4.3 · website · measurements and detailsEvery UniFi Network API operation, plus drift detection, topology, and rule prediction no other
Package mcpb :https://github.com/Servosity/msp-skills/releases/download/unifi-network-v0.1.6/unifi-network-mcp.mcpb · website · measurements and detailsIntelligent context infrastructure for AI teams: knowledge graph, sessions, tasks, documents.
MCP endpoint :https://api.dotnova.io/mcp · website · measurements and detailsConnection hop-by-hop count, value discarded
MCP endpoint :https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/connection-ok/mcp · website · measurements and detailsA label property graph on SQLite/Postgres with multi-ontology routing and a gated MCP server.
Package pypi :knowledge-graph-rdbms · website · measurements and detailsHops are 302s an agent followed to your site. Count them, attribute them, grow them.
MCP endpoint :https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/agent-hops-for-your-site/mcp · website · measurements and detailsCDN and edge computing latency monitor analyzing network hops.
MCP endpoint :https://edge-latency-guard-mcp.vercel.app/api/mcp · measurements and detailsProvides AI assistants with direct access to Mapbox developer APIs and documentation.
MCP endpoint :https://mcp-devkit.mapbox.com/mcp · website · measurements and detailsRedirect hop count band 0-5
MCP endpoint :https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/redirect-hop-ok/mcp · website · measurements and detailsAveDaris-routed x402 agent utilities with free routing and deterministic primitives.
MCP endpoint :https://api.avedaris.com/mcp?source=mcp-registry · website · measurements and detailsVia hop count, value discarded
MCP endpoint :https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/via-ok/mcp · website · measurements and detailsForwarded by= hop count, value discarded
MCP endpoint :https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/forwarded-by/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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