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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
19,874measured
6,054proven reliable
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
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
Idencify Being measured · 0% over 1 checks

Whole-repo code graph for AI agents: impact analysis, dead code, cycles, semantic search — 14 tools.

MCP endpoint : https://mcp.idencify.com/mcp · website · measurements and details
Symvanta Flaky · 83% over 6 checks

Hosted code graph over MCP: exact callers, dependencies, and cross-repo blast radius for AI agents.

MCP endpoint : https://mcp.symvanta.com/mcp · website · measurements and details
graphlens-mcp Not measured yet

Semantic code graph MCP server for coding agents

Package pypi : graphlens-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
Tentra — Memory for AI Coding Agents Private (key required)

Memory for AI coding agents. Call graphs + refactor safety + persistent code context. 35 MCP tools.

MCP endpoint : https://trytentra.com/api/mcp · website · measurements and details
codeseeker Not measured yet

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

Package npm : codeseeker · 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
Pharaoh Private (key required)

Codebase knowledge graph — architectural awareness for AI coding agents via MCP

MCP endpoint : https://mcp.pharaoh.so/sse · 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
codemesh Not measured yet

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

Package npm : @pyalwin/codemesh · website · measurements and details
Repowise Not measured yet

Codebase intelligence for AI coding agents — graph, git history, docs, decisions, code health.

Package pypi : repowise · 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
AIGUI Not measured yet

Let coding agents draw charts, diagrams, 3D, molecules and animated topologies as PNGs or live pages

Package npm : @ai-gui/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
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
Code Pathfinder Not measured yet

Code intelligence MCP server: call graphs, type inference, and symbol search for Python/Go.

Package pypi : codepathfinder · 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
code-atlas Not measured yet

Code intelligence MCP: symbols, call graphs, change impact + affected tests, routes, search.

Package npm : @lusiem/code-atlas · 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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