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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
GeoEDGE MCP Not measured yet

Geospatial analysis: vector and raster GIS operations, cartographic maps, spatial data access

Package pypi : geoedge-mcp · website · measurements and details
CADProps Reliable (measured) · 100% over 20 checks Does the job (tested) · 20/20

Fast multi-format CAD previews, geometry checks and conversion; measure and share in the workspace.

MCP endpoint : https://www.cadprops.com/api/v1/mcp · website · measurements and details
Semantic Geometry Being measured · 0% over 1 checks

Deterministic verifier: LLM proposes, graph verifies. Sub-ms, offline, 0 tokens.

MCP endpoint : https://verify.semgeo.cl/mcp · website · measurements and details
Caliper Reliable (measured) · 100% over 42 checks Does the job (tested) · 42/42

Geometry and CAD file metadata extraction for STL, OBJ, PLY, PCD, LAS/LAZ, glTF/GLB.

MCP endpoint : https://caliper.fit/mcp/ · website · measurements and details
Coordinates Being measured · 0% over 1 checks

Coordinate geometry MCP.

MCP endpoint : https://gateway.pipeworx.io/coordinates/mcp · website · measurements and details
smartscale Reliable (measured) · 100% over 41 checks

Deterministic CR80 pixel-geometry scaler. Callers supply the card and object pixel geometry; this MC

MCP endpoint : https://mcp.viridisconservation.com/smartscale/mcp · website · measurements and details
htag-spatial Private (key required)

HTAG H3 spatial tools for price/rent, indicators, geometry, and concordance.

MCP endpoint : https://api.htagai.com/mcp/v1/servers/htag-spatial/mcp · website · measurements and details
Nexus Alpha Geometry Reliable (measured) · 100% over 42 checks

Finance research agent for thesis, trade note, and market-state review.

MCP endpoint : https://nexus.roguefrontiervc.com/api/mcp · website · measurements and details
Semver Being measured · 0% over 1 checks

Semantic Versioning (semver) MCP.

MCP endpoint : https://gateway.pipeworx.io/semver/mcp · website · measurements and details
Semanticscholar Being measured · 0% over 1 checks

Semantic Scholar Academic Graph MCP.

MCP endpoint : https://gateway.pipeworx.io/semanticscholar/mcp · website · measurements and details
VISEON Ask Reliable (measured) · 100% over 3 checks

VISEON's Schema.org knowledge graph: products, services, people, FAQs and terms, from viseon.io

MCP endpoint : https://viseon.io/mcp · website · measurements and details
Geobble Private (key required)

Geospatial workspace: manage sources and maps, run spatial analysis, and publish interactive maps

MCP endpoint : https://api.geobble.com/mcp · website · measurements and details
semantic-scala Not measured yet

Bounded Scala compiler, build, test, type, effect, symbol, and SemanticDB evidence for agents.

Package mcpb : https://github.com/DmytroMitin/scala-semantic-harness/releases/download/0.1.0-alpha.3/semantic-scala-0.1.0-alpha.3-linux-x86_64.mcpb · website · measurements and details
godotiq Not measured yet

Intelligent MCP server for Godot 4. Spatial intelligence, code analysis, 35 tools.

Package pypi : godotiq · website · measurements and details
geogebra-mcp Not measured yet

Draw and edit plane-geometry figures live on GeoGebra Calculator, with checks and screenshots.

Package npm : geogebra-mcp · website · measurements and details
Math Board Being measured · 100% over 2 checks Real task being tested · 2/2

Maths lessons on an online whiteboard: solutions, worksheets, graphs and geometry, opened by a link

MCP endpoint : https://mathboard.datapad.tools/api/mcp · website · measurements and details
Zip-Codes.com Location Intelligence: Spatial Analysis, Districts & 14+ Years of Demographics Being measured · 100% over 1 checks Real task being tested · 1/1

Validate & geocode a US address; enrich with demographics, districts, counties, schools & much more.

MCP endpoint : https://mcp.zip-codes.com/mcp · website · measurements and details
ChatSpatial Not measured yet

Schema-enforced spatial transcriptomics analysis with 20 tools and 65 methods via MCP

Package pypi : chatspatial · website · measurements and details
GenPark RAG Semantic Boundary Chunker Not measured yet

Semantic boundary preserving text chunker maintaining markdown headers, code fences, and paragraphs

Package mcpb : https://github.com/Alpha-Park/genpark-rag-semantic-boundary-chunker-skill/releases/download/v1.0.1/genpark-rag-semantic-boundary-chunker-skill-v1.0.1.mcpb · website · measurements and details
sqry - Semantic Code Search Not measured yet

AST-based semantic code search: 33 tools, 35 languages, call tracing, impact analysis

Package oci : ghcr.io/verivus-oss/sqry:4.8.16 · 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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