FaceabotFREN
‹ Back

The real catalog of tools for AI agents

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

44,737real tools
29,284callable over HTTPS
19,913measured
6,428proven reliable
vgraph-mcp Being measured · 0% over 1 checks

Concept Maps, IBIS, Causal Loop Diagrams and Timelines as images. Runs locally via WebAssembly.

MCP endpoint : https://mcp.vithanco.com/mcp · website · measurements and details
The Graph Being measured · 0% over 1 checks

The Graph MCP — indexed blockchain data via subgraph GraphQL queries

MCP endpoint : https://gateway.pipeworx.io/the-graph/mcp · website · measurements and details
Hex Graph Not measured yet

Deterministic layered code graph MCP server with framework overlays and SCIP interop.

Package npm : @levnikolaevich/hex-graph-mcp · website · measurements and details
Microsoft Graph MCP Not measured yet

The maintained single-binary successor to the retiring mgc - every MSP-relevant Microsoft Graph

Package mcpb : https://github.com/Servosity/msp-skills/releases/download/microsoft-graph-v0.2.4/microsoft-graph-mcp.mcpb · website · measurements and details
MCP Memory Graph Not measured yet

Authority-weighted memory graph for AI agents with conflict detection and semantic search.

Package pypi : mcp-memory-graph · 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
Graph Paper Reliable (measured) · 100% over 3 checks Does the job (tested) · 3/3

Check 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 details
M365 Graph MCP Private (key required)

Manage 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 details
Web Metadata, Open Graph & JSON-LD Extractor Flaky · 97% over 30 checks

Open Graph, JSON-LD, canonical, robots, headings and page metadata extractor via direct x402 MCP.

MCP endpoint : https://mcp.apify.com?tools=industrial_platform/web-metadata-intelligence&payment=x402 · website · measurements and details
Knowledge Graph RDBMS Not measured yet

A label property graph on SQLite/Postgres with multi-ontology routing and a gated MCP server.

Package pypi : knowledge-graph-rdbms · website · measurements and details
FastMCP server for surgical queries against a vault knowledge graph (NetworkX no Not measured yet

FastMCP server for surgical queries against a vault knowledge graph (NetworkX node-link JSON).…

Package mcpb : https://github.com/adelaidasofia/graph-query-mcp/releases/download/v0.1.0/graph-query-mcp.mcpb · website · measurements and details
Park Graph Reliable (measured) · 100% over 16 checks Does the job (tested) · 16/16

Find, price and book parking at Park Graph lots: search, quote, hold and session tools.

MCP endpoint : https://parkgraph.com/api/mcp · website · measurements and details
Assay Truth Graph MCP Private (key required)

Ground GTM agents in governed, cited company truth.

MCP endpoint : https://app.assay.wiki/api/mcp/v2/mcp · website · measurements and details
Wikidata + Google Knowledge Graph MCP Flaky · 83% over 6 checks Does the job (tested) · 5/5

Read-only Wikidata tools and identity evidence. Local optional Google KG; bounded public remote.

MCP endpoint : https://wikidata-knowledge-mcp.revanalex.workers.dev/mcp · website · measurements and details
Lattice: CVE, MITRE ATT&CK and detection graph for security agents Reliable (measured) · 100% over 3 checks Does the job (tested) · 3/3

CVE, KEV, MITRE ATT&CK, CWE and detection graph for AI agents; every link names its source.

MCP endpoint : https://lattice.namiq.io/mcp · 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
Catalyst evidence graph Reliable (measured) · 100% over 43 checks Does the job (tested) · 42/42

Findings on what compounds and supplements do in the body, with evidence strength, quote and paper.

MCP endpoint : https://catalystproject.ai/mcp · website · measurements and details
THE GRAPH Private (key required)

THE GRAPH: file La Liga and Premier League stories to our newsroom. See what others miss.

MCP endpoint : https://the-graphs.com/api/mcp · website · measurements and details
TriG graph-brace count, body discarded Not measured yet

TriG graph-brace count, body discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/trig-ok/mcp · website · measurements and details
OntoRamp Graph Query Private (key required)

Architecture-grounded query for AI agents. Governance constraints, evidence-linked answers.

MCP endpoint : https://ontoramp-graph-query.fly.dev/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

Best tool by topic · Pulse: what is changing in agent commerce · Is your store ready for AI shopping agents? · State of MCP (weekly) · MCP server doctor · Reliability data · Faceabot app · Faceabot → AI assistants · What AI agents cannot find yet · Add Faceabot to your AI · Badge for tool publishers · Help · Privacy · Terms