Crawler Summary

aident-skill answer-first brief

Access Aident's 1000+ integrations and automation platform. Prefer MCP tools if available; otherwise use HTTPS API fallback. --- name: aident-skill description: | Access Aident's 1000+ integrations and automation platform. Prefer MCP tools if available; otherwise use HTTPS API fallback. author: Aident homepage: https://aident.ai repository: https://github.com/aident-ai/aident-skill tags: - automation - integrations - skills - workflows - mcp categories: - productivity - development - automation compatibility: MCP-capable clients (preferred Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.

Freshness

Last checked 2/25/2026

Best For

aident-skill is best for call, two workflows where MCP compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, GITHUB OPENCLEW, runtime-metrics, public facts pack

Claim this agent
Agent DossierGitHubSafety: 89/100

aident-skill

Access Aident's 1000+ integrations and automation platform. Prefer MCP tools if available; otherwise use HTTPS API fallback. --- name: aident-skill description: | Access Aident's 1000+ integrations and automation platform. Prefer MCP tools if available; otherwise use HTTPS API fallback. author: Aident homepage: https://aident.ai repository: https://github.com/aident-ai/aident-skill tags: - automation - integrations - skills - workflows - mcp categories: - productivity - development - automation compatibility: MCP-capable clients (preferred

MCPself-declared

Public facts

3

Change events

0

Artifacts

0

Freshness

Feb 25, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.

Trust evidence available

Trust score

Unknown

Compatibility

MCP

Freshness

Feb 25, 2026

Vendor

Aident

Artifacts

0

Benchmarks

0

Last release

Unpublished

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.

Setup snapshot

git clone https://github.com/Aident-AI/aident-skill.git
  1. 1

    Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.

  2. 2

    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.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content
Vendor (1)

Vendor

Aident

profilemedium
Observed Feb 25, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

MCP

contractmedium
Observed Feb 25, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB OPENCLEW

Extracted files

0

Examples

6

Snippets

0

Languages

typescript

Parameters

Executable Examples

json

{
  "base_url": "https://app.aident.ai",
  "client_id": "<oauth_client_id>",
  "access_token": "<bearer_token>",
  "refresh_token": "<refresh_token>",
  "expires_at": "<ISO8601_timestamp>"
}

bash

curl -s -X POST $BASE_URL/api/mcp/oauth/register \
     -H "Content-Type: application/json" \
     -d '{

bash

curl -s -X POST $BASE_URL/api/mcp/oauth/register \
     -H "Content-Type: application/json" \
     -d '{
       "redirect_uris": ["'"$BASE_URL"'/mcp/oob"],
       "client_name": "aident-skill-cli",
       "grant_types": ["authorization_code", "refresh_token"],
       "response_types": ["code"],
       "token_endpoint_auth_method": "none"
     }'

text

$BASE_URL/api/mcp/oauth/authorize?response_type=code&client_id=$CLIENT_ID&redirect_uri=$BASE_URL/mcp/oob

json

{
     "base_url": "$BASE_URL",
     "client_id": "$CLIENT_ID",
     "access_token": "<pasted_token>",
     "refresh_token": "",
     "expires_at": ""
   }

bash

curl -s -X POST $BASE_URL/api/mcp/oauth/token \
  -H "Content-Type: application/x-www-form-urlencoded" \
  -d "grant_type=refresh_token&client_id=$CLIENT_ID&refresh_token=$REFRESH_TOKEN"

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Access Aident's 1000+ integrations and automation platform. Prefer MCP tools if available; otherwise use HTTPS API fallback. --- name: aident-skill description: | Access Aident's 1000+ integrations and automation platform. Prefer MCP tools if available; otherwise use HTTPS API fallback. author: Aident homepage: https://aident.ai repository: https://github.com/aident-ai/aident-skill tags: - automation - integrations - skills - workflows - mcp categories: - productivity - development - automation compatibility: MCP-capable clients (preferred

Full README

name: aident-skill description: | Access Aident's 1000+ integrations and automation platform. Prefer MCP tools if available; otherwise use HTTPS API fallback. author: Aident homepage: https://aident.ai repository: https://github.com/aident-ai/aident-skill tags:

  • automation
  • integrations
  • skills
  • workflows
  • mcp categories:
  • productivity
  • development
  • automation compatibility: MCP-capable clients (preferred) and skill-capable agents (REST fallback) version: 0.1.0 license: MIT

Aident (Dual-mode: MCP preferred, HTTPS fallback)

Access 1k+ integrations (Gmail, Slack, GitHub, Firecrawl, Exa, etc.), create and manage automation playbooks, discover templates, and monitor all running automations from a command center dashboard.

What this skill does

  • Search and execute 1000+ integration skills (email, messaging, project management, web scraping, etc.)
  • Generate, execute, and manage automation playbooks from natural language
  • Browse and instantiate pre-built playbook templates
  • Monitor active automations and track execution results
  • Connect new third-party integrations on-the-fly

It supports two execution modes:

  1. MCP mode (preferred): use MCP tools from the aident server.
  2. REST API fallback mode: call POST /api/mcp/rest with { tool, arguments } when MCP tools are unavailable.

Decide which mode to use

Use MCP mode if the client has MCP tools available named like:

  • skill_search, skill_list, skill_get_info, skill_execute
  • playbook_list, playbook_generate, playbook_execute
  • template_search, template_list, template_instantiate
  • integration_status, integration_connect
  • dashboard_active_playbooks, execution_list

Otherwise use REST API fallback.

MCP mode (preferred)

When: The client is connected to the Aident MCP server and can call tools like skill_search, playbook_list, etc.

Setup: See references/mcp.md for client configuration.

Workflow:

  1. Collect required inputs from the user.
  2. Call the relevant tool(s) directly.
  3. Handle errors:
    • If auth error: call auth_logout, delete ~/.aident/credentials.json, then reconnect via OOB flow.
    • If missing integration: call integration_connect to connect it, then retry.
  4. Return results in a clean format.

REST API fallback mode

When: No Aident MCP tools are available in the client.

Credentials file

Authentication is persisted in ~/.aident/credentials.json so tokens survive across sessions:

{
  "base_url": "https://app.aident.ai",
  "client_id": "<oauth_client_id>",
  "access_token": "<bearer_token>",
  "refresh_token": "<refresh_token>",
  "expires_at": "<ISO8601_timestamp>"
}

Step 1: Load credentials

  1. Check if AIDENT_TOKEN env var is set. If yes, use it directly as the Bearer token and skip to Step 3. (This is an advanced override -- do not ask the user for it.)
  2. Read ~/.aident/credentials.json. If the file exists and has a non-empty access_token:
    • If expires_at is in the past and refresh_token is present, go to Step 2b (refresh).
    • Otherwise skip to Step 3.
  3. If the file does not exist or has no access_token, go to Step 2a (first-time setup).

Step 2a: First-time authentication (OOB flow)

Run these steps automatically -- never ask the user to provide a token manually.

  1. Resolve the base URL: use AIDENT_BASE_URL env if set, otherwise https://app.aident.ai.
  2. Create the credentials directory if it does not exist: mkdir -p ~/.aident
  3. Register an OAuth client:
    curl -s -X POST $BASE_URL/api/mcp/oauth/register \
      -H "Content-Type: application/json" \
      -d '{
        "redirect_uris": ["'"$BASE_URL"'/mcp/oob"],
        "client_name": "aident-skill-cli",
        "grant_types": ["authorization_code", "refresh_token"],
        "response_types": ["code"],
        "token_endpoint_auth_method": "none"
      }'
    
    Save client_id from the JSON response.
  4. Open the authorization URL in the user's browser:
    $BASE_URL/api/mcp/oauth/authorize?response_type=code&client_id=$CLIENT_ID&redirect_uri=$BASE_URL/mcp/oob
    
    Use open (macOS), xdg-open (Linux), or start (Windows) to launch the browser.
  5. Tell the user: "I've opened Aident in your browser. Please log in and click Approve, then paste the access token shown on screen back here."
  6. When the user pastes the token, write ~/.aident/credentials.json:
    {
      "base_url": "$BASE_URL",
      "client_id": "$CLIENT_ID",
      "access_token": "<pasted_token>",
      "refresh_token": "",
      "expires_at": ""
    }
    
  7. Proceed to Step 3.

Step 2b: Refresh an expired token

curl -s -X POST $BASE_URL/api/mcp/oauth/token \
  -H "Content-Type: application/x-www-form-urlencoded" \
  -d "grant_type=refresh_token&client_id=$CLIENT_ID&refresh_token=$REFRESH_TOKEN"

If refresh succeeds, update access_token, refresh_token, and expires_at in ~/.aident/credentials.json. If refresh fails (e.g. token revoked or expired), delete the credentials file and go back to Step 2a.

Step 3: Call tools

Use the access_token from the credentials file (or AIDENT_TOKEN env) and base_url (or AIDENT_BASE_URL env, default https://app.aident.ai):

curl -s -X POST $BASE_URL/api/mcp/rest \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer $ACCESS_TOKEN" \
  -d '{ "tool": "<tool_name>", "arguments": { ... } }'

Parse the result field from the JSON response.

On HTTP 401: The token has expired. Go to Step 2b to refresh, then retry the request. If refresh also fails, go to Step 2a.

Available Tools (22)

Auth (2)

  • auth_status -- Check authentication status (always accessible)
  • auth_logout -- Revoke access token and log out. After calling this, delete ~/.aident/credentials.json so the next request triggers a fresh OOB flow.

Skills (4)

  • skill_search -- Search skills by query, tags, or type using hybrid search
  • skill_list -- List available skills with pagination
  • skill_get_info -- Get detailed metadata including input/output schemas and required integrations
  • skill_execute -- Execute a skill with validated input; prompts for missing integrations

Integrations (2)

  • integration_status -- Check which integrations are connected
  • integration_connect -- Initiate connection to a third-party service via OAuth

Playbooks (6)

  • playbook_list -- List your playbooks with status and trigger info
  • playbook_get_info -- Get playbook details including content and trigger configuration
  • playbook_generate -- Generate a new playbook from a natural language description
  • playbook_execute -- Execute a playbook (returns execution ID for tracking), or send a follow-up message to an existing execution via executionSessionId
  • playbook_update_trigger -- Enable or disable playbook triggers
  • playbook_execution_history -- Get execution history for a specific playbook

Templates (4)

  • template_search -- Search for playbook templates by keyword or category
  • template_list -- List available templates with optional category filtering
  • template_get_info -- Get detailed template information
  • template_instantiate -- Create a new playbook from a template

Dashboard (4)

  • dashboard_active_playbooks -- List playbooks with active triggers or running executions
  • execution_get_details -- Get execution details including status and messages
  • execution_list -- List recent executions across all playbooks
  • execution_get_messages -- Get simplified chat messages for progress polling

Safety & privacy

  • Never request secrets in plain text if the platform has secret storage.
  • If the user pastes a token, suggest they rotate it and store it securely.
  • Only send necessary fields to the service.
  • All tokens are scoped -- request only the permissions you need.

Examples

Example 1: MCP mode

User: "Find skills for sending emails and send a meeting summary to team@example.com"

Assistant workflow:

  1. Call skill_search with { "query": "send email" }
  2. Review results, pick best match (e.g. gmail_send_email)
  3. Call skill_execute with the skill and input
  4. Present confirmation to user

Example 2: REST fallback, first-time user

User: "Send an email to team@example.com with today's meeting notes"

Assistant workflow (no ~/.aident/credentials.json found):

  1. Register OAuth client with the Aident server
  2. Open browser to authorization page
  3. Tell user: "I've opened Aident in your browser. Please log in and click Approve, then paste the access token shown on screen back here."
  4. User pastes token
  5. Save credentials to ~/.aident/credentials.json
  6. Call skill_search for email skills via REST
  7. Call skill_execute to send the email via REST
  8. Confirm to user

Example 3: REST fallback, returning user

User: "List my playbooks"

Assistant workflow (reads existing ~/.aident/credentials.json):

  1. Load access_token and base_url from credentials file
  2. POST to $BASE_URL/api/mcp/rest with { "tool": "playbook_list", "arguments": {} }
  3. Parse the result field from response
  4. Present playbook list to user

Security

  • OAuth 2.1 + PKCE: Industry-standard authentication with automatic token refresh
  • Scoped Access: Category-based permissions (skills, integrations, playbooks, templates, dashboard)
  • Revocable: Revoke access anytime from Settings
  • Integration-Aware: Missing integrations prompt for connection rather than failing silently

Documentation

  • Setup Guide: https://docs.aident.ai/documentation/mcp-server-setup
  • API Reference: https://docs.aident.ai/documentation/mcp-api-reference
  • Troubleshooting: references/troubleshooting.md

Support

  • Email: help@aident.ai
  • Discord: https://discord.gg/hxtEYHuW26
  • Documentation: https://docs.aident.ai

License

MIT License - See LICENSE file for details

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

MissingGITHUB OPENCLEW

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

MCP: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
curl -s "https://xpersona.co/api/v1/agents/aident-ai-aident-skill/snapshot"
curl -s "https://xpersona.co/api/v1/agents/aident-ai-aident-skill/contract"
curl -s "https://xpersona.co/api/v1/agents/aident-ai-aident-skill/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

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

Contract metadata is missing or unavailable for deterministic execution.
No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media
No screenshots, media assets, or demo links are available.

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

Self-declaredprotocol-neighbors
GITLAB_AI_CATALOGgitlab-mcp

Rank

83

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_PUBLIC_PROJECTSgitlab-mcp

Rank

80

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_AI_CATALOGrmcp-openapi

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

MCP
GITLAB_AI_CATALOGrmcp-actix-web

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

MCP
Machine Appendix

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/aident-ai-aident-skill/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/aident-ai-aident-skill/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/aident-ai-aident-skill/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/aident-ai-aident-skill/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/aident-ai-aident-skill/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/aident-ai-aident-skill/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "MCP"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-17T00:54:02.361Z"
    }
  },
  "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"
    },
    {
      "key": "call",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "two",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:MCP|unknown|profile capability:call|supported|profile capability:two|supported|profile"
}

Facts JSON

[
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Aident",
    "href": "https://aident.ai",
    "sourceUrl": "https://aident.ai",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-25T02:28:13.039Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "MCP",
    "href": "https://xpersona.co/api/v1/agents/aident-ai-aident-skill/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/aident-ai-aident-skill/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-25T02:28:13.039Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/aident-ai-aident-skill/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/aident-ai-aident-skill/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[]

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