FaceabotFREN

The real catalog of tools for AI agents

Google tells you what exists. Faceabot tells you what holds up.

38,657real tools
24,539callable over HTTPS
5,808measured
1proven reliable
understanding-graph Not measured yet

Persistent understanding via workflow prompts, typed updates, graph-native code, and supersession.

Package npm : understanding-graph · website · measurements and details
understand-quickly Not measured yet

Public registry of code-knowledge graphs for AI agents with schema validation and drift detection.

Package npm : @looptech-ai/understand-quickly-mcp · website · measurements and details
Meeba Brain Not measured yet

Repository knowledge graph MCP server for codebase understanding and debugging.

MCP endpoint : https://meeba-context-mcp-469248886325.us-central1.run.app/mcp · website · measurements and details
QueryWeaver Not measured yet

An MCP server for Text2SQL: transforms natural language into SQL using graph schema understanding.

Package oci : docker.io/falkordb/queryweaver:0.0.11 · website · measurements and details
Sense Not measured yet

Codebase understanding for AI coding agents — symbol graph, blast radius, semantic search.

Package mcpb : https://github.com/luuuc/sense/releases/download/v0.84.3/sense_0.84.3_darwin_arm64.mcpb · website · measurements and details
rpg-encoder Not measured yet

Semantic code graph for AI-assisted code understanding via tree-sitter and MCP.

Package npm : rpg-encoder · website · measurements and details
Team0 Living Understanding Not measured yet

The second brain your AI agents share. It builds itself from your work and keeps itself current.

MCP endpoint : https://api.team0.ai/v1/mcp · website · measurements and details
Understand Anything - MCP Not measured yet

A powerful MCP server for codebase architecture analysis and automated governance.

Package npm : ua-mcp · website · measurements and details
Neural Graph Mapper Not measured yet

Transform unstructured text into queryable semantic knowledge graphs.

MCP endpoint : https://neural-graph-mapper-mcp.vercel.app/api/mcp · measurements and details
The Graph Not measured yet

The Graph MCP — indexed blockchain data via subgraph GraphQL queries

MCP endpoint : https://gateway.pipeworx.io/the-graph/mcp · website · measurements and details
Graph Paper Not measured yet

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
OntoRamp Graph Query Not measured yet

Architecture-grounded query for AI agents. Governance constraints, evidence-linked answers.

MCP endpoint : https://ontoramp-graph-query.fly.dev/mcp · website · measurements and details
Assay Truth Graph MCP Not measured yet

Ground GTM agents in governed, cited company truth.

MCP endpoint : https://app.assay.wiki/api/mcp/v2/mcp · website · measurements and details
M365 Graph MCP Not measured yet

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
Mochii work graph Not measured yet

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

MCP endpoint : https://mochii-mcp.chibitek.com/mcp · website · measurements and details
Agentic Finance Graph Being measured · 100% over 2 checks Real task being tested · 1/1

Independent ledger of AI-agent money on Base: ranked agents, payments, detections, statements

MCP endpoint : https://agenticfinancegraph.com/mcp · website · measurements and details
Fodda Knowledge Graphs Not measured yet

Expert-curated knowledge, brand, research & earnings intelligence — 46 tools, 220+ graphs.

MCP endpoint : https://mcp.fodda.ai/mcp · website · measurements and details
TriG graph-brace count, body discarded Not measured yet

TriG graph-brace count, body discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/trig-ok/mcp · website · measurements and details
Catalyst evidence graph Being measured · 100% over 2 checks Real task being tested · 1/1

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
Open Graph meta count, markup discarded Not measured yet

Open Graph meta count, markup discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/og-meta-n/mcp · website · measurements and details

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