Google tells you what exists. Faceabot tells you what holds up.
Deterministic repository structure mapping for onboarding agents.
Package pypi :mcp-repo-mapper · website · measurements and detailsPremium agentic endpoint for blendshape-mapper-mcp.
MCP endpoint :https://api.m2mcent.com/blendshape-mapper-mcp/sse · measurements and detailsTransform unstructured text into queryable semantic knowledge graphs.
MCP endpoint :https://neural-graph-mapper-mcp.vercel.app/api/mcp · measurements and detailsMap candidate skills to an interview plan
MCP endpoint :https://openings-vote-drilling-initially.trycloudflare.com/mcp/candidate-skills-mapper · measurements and detailsApollo->Salesforce Lead mapper. No LLM. Strict-fail required fields. PASS/REPAIR/FAIL verdict.
MCP endpoint :https://cf-worker.selbyventurecap.workers.dev/mcp · measurements and detailsUser story map + kanban with a live browser UI; AI agents and humans plan the same backlog via MCP.
Package npm :storymapper · website · measurements and detailsParse owner and repo from a GitHub URL. Path discarded.
MCP endpoint :https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/github-repo-shape/mcp · website · measurements and detailsGitHub repository vectorizer and context synthesizer for RAG pipelines.
MCP endpoint :https://repo-to-rag-mcp.vercel.app/api/mcp · measurements and detailsAudit GitHub repos for malicious and supply-chain code before you depend on them.
MCP endpoint :https://mcp.apify.com/?actors=eltociear/mcp-server-security-scanner · website · measurements and detailsDive into the world of open-source with the GitHub Repo Explorer! Utilize the powerful GitHub
MCP endpoint :https://github-public-repos-mcp.mcpize.run/mcp · website · measurements and detailsTrending GitHub repos: new & rising daily. $0.01/query. Register in-session — free testnet funds.
MCP endpoint :https://a2awire.com/mcp/data/ghtrend-fast-growing-new-github-repositories-01390c/http · website · measurements and detailsFinds real, maintained open-source repos that fit your project. MCP grounding for coding agents.
MCP endpoint :https://code-synapse-mcp.leewaystudio.com/mcp · website · measurements and detailsTrack public GitHub repos: free snapshot, paid release, star & issue intel via x402 USDC.
MCP endpoint :https://s-github.pixharvest.com/mcp · measurements and detailsResolve a company domain to Instagram, Threads and Facebook accounts and counts.
Package npm :@mambalabsdev/mcp-meta-brand-presence-mapper · website · measurements and detailsResolve a company domain to its LinkedIn page with the exact follower count.
Package npm :@mambalabsdev/mcp-linkedin-company-presence-mapper · website · measurements and detailsResolve a company domain to its X handle, profile URL and follower metrics.
Package npm :@mambalabsdev/mcp-x-brand-presence-mapper · website · measurements and detailsMap a company domain to its social media URLs and follower counts via Apify.
Package npm :@mambalabsdev/mcp-company-social-presence-mapper · website · measurements and detailsResolve a company domain to its Pinterest account with exact follower and pin counts.
Package npm :@mambalabsdev/mcp-pinterest-brand-presence-mapper · website · measurements and detailsResolve a company domain to its subreddit and sample public mentions of the brand.
Package npm :@mambalabsdev/mcp-reddit-brand-presence-mapper · website · measurements and detailsResolve a TikTok handle or company domain to the brand account with follower counts.
Package npm :@mambalabsdev/mcp-tiktok-brand-presence-mapper · 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
Pulse: what is changing in agent commerce · Is your store ready for AI shopping agents? · State of MCP (weekly) · MCP server doctor · Open reliability data · Add Faceabot to your AI · Help · Privacy · Terms