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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
mathgraphs-mcp Not measured yet

Math & statistics graphing, computation, visualization, and validation engine

Package npm : mathgraphs-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
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
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
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
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
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
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
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
CGIS Code Graph Not measured yet

Code graph for AI agents: impact analysis and call tracing for Python, TypeScript and Go.

Package pypi : codegraph-brain · 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
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
code-graph Not measured yet

Local dependency graph: callers, entry points and file:line evidence for what a change affects.

Package pypi : cg-code-graph · website · measurements and details
Agentic Finance Graph Flaky · 96% over 25 checks Does the job (tested) · 23/23

Ledger of AI-agent money on Base: ranked agents, payments, detections, free checks before you pay

MCP endpoint : https://agenticfinancegraph.com/mcp · 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
Reality Graph Verification Tools Flaky · 83% over 6 checks Does the job (tested) · 5/5

Read-only AI coding tools for change verification, release readiness, capacity, and guidance.

MCP endpoint : https://realitygraph.dev/api/mcp · 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
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
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

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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