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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
19,862measured
5,943proven reliable
FixMyJSON Reliable (measured) · 100% over 13 checks

Repair broken LLM JSON and check it against a JSON Schema. Flags cut-off output. Free trial.

MCP endpoint : https://fixmyjson-api.onrender.com/mcp · website · measurements and details
Payload Validator Reliable (measured) · 100% over 42 checks Does the job (tested) · 42/42

Validate JSON, YAML, XML and CSV with exact line/column errors and silent-corruption warnings.

MCP endpoint : https://payload-validator.gumballtools.com/api/mcp · website · measurements and details
JSON Validator API Being measured · 0% over 1 checks

JSON syntax validation, JSON Schema checking, structure stats. x402 micropayment.

MCP endpoint : https://json-validator.api.klymax402.com/mcp · website · measurements and details
JsonMend Reliable (measured) · 100% over 13 checks Fails real tasks · 0/13

Repair broken JSON from LLM output and validate it against a JSON Schema.

MCP endpoint : https://jsonmend.mike-tusa.workers.dev/mcp · website · measurements and details
AgentDiet Deterministic A2A Broken-JSON Repair & Schema Validator Being measured · 100% over 1 checks Real task being tested · 1/1

Repairs truncated or malformed LLM JSON outputs (trailing commas, markdown fences, single quotes).

MCP endpoint : https://json-repair.agentdiet.dev/mcp · website · measurements and details
json-schema-validator Reliable (measured) · 100% over 7 checks

Validates JSON against a JSON Schema, lists violations. x402 payment required (testnet USDC).

MCP endpoint : https://faceted-napped-debtless.ngrok-free.dev/json-schema-validator/mcp · measurements and details
Agent JSON Reliability Not measured yet

Deterministic inspect, safe repair, and JSON Schema validation for agent JSON. No LLM.

Package pypi : agent-json-reliability · website · measurements and details
JSON Schema Tools Not measured yet

Validate JSON against a schema with Ajv, infer a schema from samples and diff two schemas.

Package oci : ghcr.io/basitalisandhu/mcp-json-schema-tools:0.2.2 · website · measurements and details
Regex/Email/URL Validator Being measured · 0% over 2 checks

Regex matching, email/URL format validation, and JSON Schema validation.

MCP endpoint : https://apished.com/mcp/v1/validate · website · measurements and details
json-repair-mcp Not measured yet

Repairs malformed JSON from LLM output, validated against a schema. Paid per call via Stripe.

Package npm : json-repair-mcp · website · measurements and details
GenPark Streaming NDJSON & JSONL Schema Validator Not measured yet

Ultra-low-latency incremental line validator with chunk boundary reassembly and schema auditing

Package mcpb : https://github.com/Alpha-Park/genpark-streaming-ndjson-jsonl-schema-validator-skill/releases/download/v1.0.1/genpark-streaming-ndjson-jsonl-schema-validator-skill.mcpb · 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
validate Being measured · 50% over 2 checks

Deterministic validation for AI-generated artifacts: JSON Schema, OpenAPI response, SQL syntax.

MCP endpoint : https://api.machinegrade.dev/mcp · website · measurements and details
Jsonschema Being measured · 0% over 1 checks

JSON Schema validation MCP.

MCP endpoint : https://gateway.pipeworx.io/jsonschema/mcp · website · measurements and details
JSON validity Not measured yet

JSON validity

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

Deterministic JSON Schema validation with exact violations and conservative type normalization.

MCP endpoint : https://contract-guard-production.up.railway.app/mcp · website · measurements and details
MCP Endpoint Lint - handshake, tool schemas, JSON-RPC errors Reliable (measured) · 100% over 42 checks Does the job (tested) · 42/42

{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"whoami","arguments":{}}} free no key

MCP endpoint : https://www.pathwren.workers.dev/c/mcp-registry-official/mcp/lint · website · measurements and details
oxml-mcp Not measured yet

XML tools for agents: XPath queries, inspection, and schema validation in Rust.

Package oci : ghcr.io/sebastienrousseau/oxml-mcp:0.0.11 · website · measurements and details
schema-validate Private (key required)

MCP server (stdio): validate JSON against JSON Schema (draft-07 / 2020-12) via the AgentForge API

MCP endpoint : https://apim-agentforge-6lfm33.azure-api.net/schema-validate/mcp · measurements and details
Cron Parser API Being measured · 0% over 1 checks

Parse, validate and explain cron expressions. Get next run times. x402 micropayment.

MCP endpoint : https://cron-parser.api.klymax402.com/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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