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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
codeseeker Not measured yet

Graph-powered code intelligence with semantic search and knowledge graph for AI assistants

Package npm : codeseeker · 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
ovecc Not measured yet

Architecture guardrails for AI-written code: dependency graph, impact, dead code, CI gate

Package npm : ovecc · 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
crg Not measured yet

Token-efficient code review knowledge graph: semantic search and call-graph resolution.

Package pypi : better-code-review-graph · website · measurements and details
better-code-review-graph Not measured yet

Token-efficient code review knowledge graph: semantic search and call-graph resolution.

Package pypi : better-code-review-graph · website · measurements and details
Koragraph Not measured yet

Local multi-repo code graph over MCP. Blast radius, call graphs, and memory anchored to code.

Package npm : koragraphmcp · website · measurements and details
Stele Private (key required)

Shared project memory for AI coding agents: decisions, lessons, risks and tasks in one graph.

MCP endpoint : https://app.stele-ai.dev/api/mcp · website · measurements and details
Sinter Not measured yet

Persistent, evidence-backed code graph for coding agents.

Package pypi : sinter-io · website · measurements and details
AI Diagram Maker Not measured yet

Generate software diagrams from natural language, code, ASCII, images, Mermaid.

Package npm : ai-diagram-maker-mcp · website · measurements and details
Octocode Not measured yet

AI-powered code indexer with semantic search and knowledge graphs

Package npm : @muvon/octocode · 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
engram Not measured yet

Ranked local code-graph context for AI coding agents. Intercepts reads + greps. Apache-2.0.

Package npm : engramx · website · measurements and details
codemesh Not measured yet

Intelligent code knowledge graph for AI coding agents — 71% cheaper, 72% faster

Package npm : @pyalwin/codemesh · 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
CGraph Not measured yet

Code graph for coding agents: symbol search, callers, blast radius and cross-service impact.

Package npm : cgraph-mcp · website · measurements and details
Graphicle Not measured yet

Code graph and project memory for coding agents, cited to exact files and lines, on your machine.

Package mcpb : https://github.com/Graphicle-AI/graphicle/releases/download/v0.1.2/graphicle-0.1.2-aarch64-apple-darwin.mcpb · website · measurements and details
Kivgraph Not measured yet

Cross-repository semantic code intelligence for AI coding agents, from a local code graph.

Package mcpb : https://github.com/Luqueee/kivgraph/releases/download/v0.9.10/kivgraph-linux-amd64.mcpb · website · measurements and details
codetopo — code graph for AI agents Not measured yet

Domain-blind code graphs for AI agents: symbols, calls, blast radius, proof-checked snapshots.

Package cargo : codetopo-mcp · website · measurements and details
XRay-Vision Private (key required)

AI-powered codebase analysis — call graphs, security, dead code, complexity. 150+ tools.

MCP endpoint : https://mcp.emtailabs.com/mcp · 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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