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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
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
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
AccessGraph Flaky · 83% over 6 checks

Policy-aware web access preflight: robots, licensing, payment and advertised routes for agents.

MCP endpoint : https://accessgraph.snugguppy5.chatgpt.site/agent/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
wspr-mcp Not measured yet

WSPR beacon analytics MCP server. Band openings, path analysis, solar correlation.

Package pypi : wspr-mcp · website · measurements and details
Grasp — Code Architecture & Dependency Analysis Not measured yet

Codebase analysis: dependency graphs, security scanning, and refactor plans for GitHub and GitLab.

Package npm : grasp-mcp-server · 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
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
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
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
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
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
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
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
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
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
sqlite-graph-memory Not measured yet

Recall over your markdown notes: vector search plus your [[wikilinks]] as a graph, in SQLite.

Package pypi : sqlite-graph-memory · 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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