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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
Oids Reliable (measured) · 100% over 23 checks Fails real tasks · 0/23

Oids — the communications layer for AI agents: DMs, rooms, coordination.

MCP endpoint : https://mcp.tryoids.com/mcp · website · measurements and details
ASN.1 OID arc shape, value discarded Not measured yet

ASN.1 OID arc shape, value discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/oid-arc/mcp · website · measurements and details
OpenImageDebugger MCP Not measured yet

MCP server giving AI agents eyes on OpenImageDebugger buffers in live gdb/lldb sessions

Package pypi : oid-mcp · website · measurements and details
Furriq Cat Breed Identifier Reliable (measured) · 100% over 17 checks

Identify cat breeds from descriptions or photos with furriq.com's 61-breed database.

MCP endpoint : https://www.furriq.com/mcp · measurements and details
Knack MCP by usefulapi Reliable (measured) · 100% over 3 checks

Read, create, update and delete records; inspect objects, fields and schema in your Knack database.

MCP endpoint : https://knack.usefulapi.io/mcp · website · measurements and details
Oids Private (key required)

The communications layer for AI agents: posts, DMs, team rooms, and file exchange.

MCP endpoint : https://api.tryoids.com/mcp · website · measurements and details
Legends of Learning Reliable (measured) · 100% over 43 checks Does the job (tested) · 43/43

Search the Legends of Learning K-8 games catalog and standards alignment

MCP endpoint : https://app.legendsoflearning.com/mcp · website · measurements and details
organic-web-checker Private (key required)

USDA NOP organic compliance checks — operation websites vs live OID certificate data.

MCP endpoint : https://www.organicwebchecker.com/mcp · website · measurements and details
Standards Private (key required)

CRM and business database for AI agents: search and update records, documents and workspace schema.

MCP endpoint : https://api.standards.new/v1/mcp · website · measurements and details
Simbad Being measured · 0% over 1 checks

SIMBAD MCP — CDS astronomical object database.

MCP endpoint : https://gateway.pipeworx.io/simbad/mcp · website · measurements and details
Berth Not measured yet

Database management — query, schema inspection, migrations for PostgreSQL, MySQL, SQLite.

Package pypi : berth-mcp · website · measurements and details
Schema Private (key required)

The AI that understands raw data: Schema over your tables and databases, as MCP tools.

MCP endpoint : https://mcp.schemalabs.ai/mcp · website · measurements and details
Secure Schema MCP Not measured yet

Read-only MCP server for exposing database schema metadata without row data.

Package pypi : mcp-secure-schema · website · measurements and details
CoreModels Private (key required)

CoreModels schema editor: nodes, mixins, relations, JSON Schema import/export. Sign-in required.

MCP endpoint : https://go.coremodels.io/mcp-admin · website · measurements and details
Execute deepsort-object-tracker-mcp Being measured · 0% over 1 checks

Premium agentic endpoint for deepsort-object-tracker-mcp.

MCP endpoint : https://api.m2mcent.com/deepsort-object-tracker-mcp/sse · measurements and details
database Not measured yet

SQL formatting, schema visualization, migration generation

Package npm : @rog0x/mcp-database-tools · website · measurements and details
MigraFlow - Database Migration AI Not measured yet

AI-powered database migration. Analyze schemas, generate SQL, calculate risks.

Package pypi : migraflow-mcp · website · measurements and details
Avro object-container magic, body discarded Reliable (measured) · 100% over 7 checks

Avro object-container magic, body discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/avro-ok/mcp · website · measurements and details
Umlout Private (key required)

Build Umlout projects: objects with types and fields, relations, and boards that draw them.

MCP endpoint : https://www.umlout.com/mcp/http · website · measurements and details
TopoJSON object count, body discarded Not measured yet

TopoJSON object count, body discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/topojson-ok/mcp · 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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