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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
19,897measured
6,296proven reliable
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
cgraphy Not measured yet

Code knowledge graph over MCP: token-budgeted context for AI coding agents.

Package pypi : cgraphy · 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
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
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
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
Syntology Private (key required)

Provenance-tagged knowledge graph of AI/ML research: papers, citations, methods, code.

MCP endpoint : https://syntology.ai/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
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
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
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
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
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 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
NeuroDock Cognitive Graph Not measured yet

A local typed-edge graph of people, projects, and decisions that externalises memory.

Package pypi : neurodock-mcp-cognitive-graph · 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
Open Graph tag count, markup discarded Not measured yet

Open Graph tag count, markup discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/og-tag-count/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
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
Mochii work graph Private (key required)

Mochii work graph: projects, tasks, meetings. Stiki OAuth. Not Nexus memory.

MCP endpoint : https://mochii-mcp.chibitek.com/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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