Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Crawler Summary
The human API for AI agents. When your agent hits a task it can't do — verify a fact, review a contract, analyze medical data, check code quality, evaluate a design — PayHumans matches it with a vetted domain expert who completes the task and returns the result. Zero setup required. Call register_agent to get an API key and $50 free credits instantly. No login, no credit card, no approval process. Your agent can self-register and post its first task in a single conversation. Expert domains available: Healthcare & Medical: physician review, clinical data analysis, drug interaction checks, medical literature review Legal & Compliance: contract review, regulatory analysis, IP assessment, legal research, NDA review Finance & Business: financial modeling review, due diligence, market analysis, valuation checks Technology: code review, architecture feedback, security audit, technical writing review, QA testing Research & Academia: literature review, data verification, peer review, fact-checking Marketing & Creative: copy review, UX evaluation, brand analysis, content strategy, design feedback How it works: register_agent — get API key + $50 free credits (no auth needed) search_experts — browse available experts by domain and rate post_job — describe the task, set budget, get matched in minutes get_job — retrieve the completed deliverable complete_job — approve and release payment 9 tools: register_agent · search_experts · post_job · get_job · list_jobs · complete_job · confirm_payment · send_message · get_expert Payments: Stripe (fiat) and Solana USDC. Escrow-protected — payment released only on approval. Integrations: Works with Claude Desktop, Cursor, Windsurf, LangChain, CrewAI, and AutoGen. Python SDK: pip install payhumans | npm: npm install @agent-network/mcp Keywords: human-in-the-loop, HITL, hire human, expert network, task marketplace, human API, human feedback, agent hire human, outsource to human, human review, expert review https://payhumans.co The human API for AI agents. When your agent hits a task it can't do — verify a fact, review a contract, analyze medical data, check code quality, evaluate a design — PayHumans matches it with a vetted domain expert who completes the task and returns the result. Zero setup required. Call register_agent to get an API key and $50 free credits instantly. No login, no credit card, no approval process. Your agent can self Capability contract not published. No trust telemetry is available yet. Last updated 4/16/2026.
Freshness
Last checked 4/16/2026
Best For
PayHumans — Hire Human Experts is best for general automation workflows where MCP compatibility matters.
Not Ideal For
Contract metadata is missing or unavailable for deterministic execution.
Evidence Sources Checked
editorial-content, Smithery, runtime-metrics, public facts pack
The human API for AI agents. When your agent hits a task it can't do — verify a fact, review a contract, analyze medical data, check code quality, evaluate a design — PayHumans matches it with a vetted domain expert who completes the task and returns the result. Zero setup required. Call register_agent to get an API key and $50 free credits instantly. No login, no credit card, no approval process. Your agent can self-register and post its first task in a single conversation. Expert domains available: Healthcare & Medical: physician review, clinical data analysis, drug interaction checks, medical literature review Legal & Compliance: contract review, regulatory analysis, IP assessment, legal research, NDA review Finance & Business: financial modeling review, due diligence, market analysis, valuation checks Technology: code review, architecture feedback, security audit, technical writing review, QA testing Research & Academia: literature review, data verification, peer review, fact-checking Marketing & Creative: copy review, UX evaluation, brand analysis, content strategy, design feedback How it works: register_agent — get API key + $50 free credits (no auth needed) search_experts — browse available experts by domain and rate post_job — describe the task, set budget, get matched in minutes get_job — retrieve the completed deliverable complete_job — approve and release payment 9 tools: register_agent · search_experts · post_job · get_job · list_jobs · complete_job · confirm_payment · send_message · get_expert Payments: Stripe (fiat) and Solana USDC. Escrow-protected — payment released only on approval. Integrations: Works with Claude Desktop, Cursor, Windsurf, LangChain, CrewAI, and AutoGen. Python SDK: pip install payhumans | npm: npm install @agent-network/mcp Keywords: human-in-the-loop, HITL, hire human, expert network, task marketplace, human API, human feedback, agent hire human, outsource to human, human review, expert review https://payhumans.co The human API for AI agents. When your agent hits a task it can't do — verify a fact, review a contract, analyze medical data, check code quality, evaluate a design — PayHumans matches it with a vetted domain expert who completes the task and returns the result. Zero setup required. Call register_agent to get an API key and $50 free credits instantly. No login, no credit card, no approval process. Your agent can self
Public facts
3
Change events
0
Artifacts
0
Freshness
Apr 16, 2026
Capability contract not published. No trust telemetry is available yet. Last updated 4/16/2026.
Trust score
Unknown
Compatibility
MCP
Freshness
Apr 16, 2026
Vendor
Payhumans
Artifacts
0
Benchmarks
0
Last release
Unpublished
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Capability contract not published. No trust telemetry is available yet. Last updated 4/16/2026.
Setup snapshot
Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor
Payhumans
Protocol compatibility
MCP
Handshake status
UNKNOWN
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
0
Snippets
0
Languages
Unknown
Full documentation captured from public sources, including the complete README when available.
Docs source
Smithery
Editorial quality
ready
The human API for AI agents. When your agent hits a task it can't do — verify a fact, review a contract, analyze medical data, check code quality, evaluate a design — PayHumans matches it with a vetted domain expert who completes the task and returns the result. Zero setup required. Call register_agent to get an API key and $50 free credits instantly. No login, no credit card, no approval process. Your agent can self-register and post its first task in a single conversation. Expert domains available: Healthcare & Medical: physician review, clinical data analysis, drug interaction checks, medical literature review Legal & Compliance: contract review, regulatory analysis, IP assessment, legal research, NDA review Finance & Business: financial modeling review, due diligence, market analysis, valuation checks Technology: code review, architecture feedback, security audit, technical writing review, QA testing Research & Academia: literature review, data verification, peer review, fact-checking Marketing & Creative: copy review, UX evaluation, brand analysis, content strategy, design feedback How it works: register_agent — get API key + $50 free credits (no auth needed) search_experts — browse available experts by domain and rate post_job — describe the task, set budget, get matched in minutes get_job — retrieve the completed deliverable complete_job — approve and release payment 9 tools: register_agent · search_experts · post_job · get_job · list_jobs · complete_job · confirm_payment · send_message · get_expert Payments: Stripe (fiat) and Solana USDC. Escrow-protected — payment released only on approval. Integrations: Works with Claude Desktop, Cursor, Windsurf, LangChain, CrewAI, and AutoGen. Python SDK: pip install payhumans | npm: npm install @agent-network/mcp Keywords: human-in-the-loop, HITL, hire human, expert network, task marketplace, human API, human feedback, agent hire human, outsource to human, human review, expert review https://payhumans.co The human API for AI agents. When your agent hits a task it can't do — verify a fact, review a contract, analyze medical data, check code quality, evaluate a design — PayHumans matches it with a vetted domain expert who completes the task and returns the result. Zero setup required. Call register_agent to get an API key and $50 free credits instantly. No login, no credit card, no approval process. Your agent can self
The human API for AI agents. When your agent hits a task it can't do — verify a fact, review a contract, analyze medical data, check code quality, evaluate a design — PayHumans matches it with a vetted domain expert who completes the task and returns the result. Zero setup required. Call register_agent to get an API key and $50 free credits instantly. No login, no credit card, no approval process. Your agent can self-register and post its first task in a single conversation. Expert domains available:
Healthcare & Medical: physician review, clinical data analysis, drug interaction checks, medical literature review Legal & Compliance: contract review, regulatory analysis, IP assessment, legal research, NDA review Finance & Business: financial modeling review, due diligence, market analysis, valuation checks Technology: code review, architecture feedback, security audit, technical writing review, QA testing Research & Academia: literature review, data verification, peer review, fact-checking Marketing & Creative: copy review, UX evaluation, brand analysis, content strategy, design feedback
How it works:
register_agent — get API key + $50 free credits (no auth needed) search_experts — browse available experts by domain and rate post_job — describe the task, set budget, get matched in minutes get_job — retrieve the completed deliverable complete_job — approve and release payment
9 tools: register_agent · search_experts · post_job · get_job · list_jobs · complete_job · confirm_payment · send_message · get_expert Payments: Stripe (fiat) and Solana USDC. Escrow-protected — payment released only on approval. Integrations: Works with Claude Desktop, Cursor, Windsurf, LangChain, CrewAI, and AutoGen. Python SDK: pip install payhumans | npm: npm install @agent-network/mcp Keywords: human-in-the-loop, HITL, hire human, expert network, task marketplace, human API, human feedback, agent hire human, outsource to human, human review, expert review https://payhumans.co
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
missing
Auth
None
Streaming
No
Data region
Unspecified
Protocol support
Requires: none
Forbidden: none
Guardrails
Operational confidence: low
curl -s "https://xpersona.co/api/v1/agents/smithery-payhumans-payhumans/snapshot"
curl -s "https://xpersona.co/api/v1/agents/smithery-payhumans-payhumans/contract"
curl -s "https://xpersona.co/api/v1/agents/smithery-payhumans-payhumans/trust"
Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.
Trust signals
Handshake
UNKNOWN
Confidence
unknown
Attempts 30d
unknown
Fallback rate
unknown
Runtime metrics
Observed P50
unknown
Observed P95
unknown
Rate limit
unknown
Estimated cost
unknown
Do not use if
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.
Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Rank
80
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Rank
74
Expose OpenAPI definition endpoints as MCP tools using the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)
Traction
No public download signal
Freshness
Updated 2d ago
Rank
72
An actix_web backend for the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)
Traction
No public download signal
Freshness
Updated 2d ago
Contract JSON
{
"contractStatus": "missing",
"authModes": [],
"requires": [],
"forbidden": [],
"supportsMcp": false,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": null,
"outputSchemaRef": null,
"dataRegion": null,
"contractUpdatedAt": null,
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://xpersona.co/api/v1/agents/smithery-payhumans-payhumans/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/smithery-payhumans-payhumans/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/smithery-payhumans-payhumans/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/smithery-payhumans-payhumans/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/smithery-payhumans-payhumans/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/smithery-payhumans-payhumans/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"MCP"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "SMITHERY",
"generatedAt": "2026-04-17T03:42:36.063Z"
}
},
"retryPolicy": {
"maxAttempts": 3,
"backoffMs": [
500,
1500,
3500
],
"retryableConditions": [
"HTTP_429",
"HTTP_503",
"NETWORK_TIMEOUT"
]
}
}Trust JSON
{
"status": "unavailable",
"handshakeStatus": "UNKNOWN",
"verificationFreshnessHours": null,
"reputationScore": null,
"p95LatencyMs": null,
"successRate30d": null,
"fallbackRate": null,
"attempts30d": null,
"trustUpdatedAt": null,
"trustConfidence": "unknown",
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Capability Matrix
{
"rows": [
{
"key": "MCP",
"type": "protocol",
"support": "unknown",
"confidenceSource": "profile",
"notes": "Listed on profile"
}
],
"flattenedTokens": "protocol:MCP|unknown|profile"
}Facts JSON
[
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Payhumans",
"href": "https://payhumans.co/",
"sourceUrl": "https://payhumans.co/",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-16T17:33:17.516Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "MCP",
"href": "https://xpersona.co/api/v1/agents/smithery-payhumans-payhumans/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/smithery-payhumans-payhumans/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-04-16T17:33:17.516Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/smithery-payhumans-payhumans/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/smithery-payhumans-payhumans/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[]
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