Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Crawler Summary
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
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
Public facts
3
Change events
0
Artifacts
0
Freshness
Feb 25, 2026
Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.
Trust score
Unknown
Compatibility
MCP
Freshness
Feb 25, 2026
Vendor
Aident
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Unpublished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 2/25/2026.
Setup snapshot
git clone https://github.com/Aident-AI/aident-skill.gitSetup 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
Aident
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
6
Snippets
0
Languages
typescript
Parameters
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"
Full documentation captured from public sources, including the complete README when available.
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
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:
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.
It supports two execution modes:
aident server.POST /api/mcp/rest with { tool, arguments } when MCP tools are unavailable.Use MCP mode if the client has MCP tools available named like:
skill_search, skill_list, skill_get_info, skill_executeplaybook_list, playbook_generate, playbook_executetemplate_search, template_list, template_instantiateintegration_status, integration_connectdashboard_active_playbooks, execution_listOtherwise use REST API fallback.
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:
auth_logout, delete ~/.aident/credentials.json, then reconnect via OOB flow.integration_connect to connect it, then retry.When: No Aident MCP tools are available in the client.
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>"
}
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.)~/.aident/credentials.json. If the file exists and has a non-empty access_token:
expires_at is in the past and refresh_token is present, go to Step 2b (refresh).access_token, go to Step 2a (first-time setup).Run these steps automatically -- never ask the user to provide a token manually.
AIDENT_BASE_URL env if set, otherwise https://app.aident.ai.mkdir -p ~/.aidentcurl -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.$BASE_URL/api/mcp/oauth/authorize?response_type=code&client_id=$CLIENT_ID&redirect_uri=$BASE_URL/mcp/oob
Use open (macOS), xdg-open (Linux), or start (Windows) to launch the browser.~/.aident/credentials.json:
{
"base_url": "$BASE_URL",
"client_id": "$CLIENT_ID",
"access_token": "<pasted_token>",
"refresh_token": "",
"expires_at": ""
}
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.
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 $ACCESS_TOKEN" \
-d '{ "tool": "<tool_name>", "arguments": { ... } }'
Parse the result field from the JSON response.
On HTTP 401: The token has expired. Go to Step 2b to refresh, then retry the request. If refresh also fails, go to Step 2a.
~/.aident/credentials.json so the next request triggers a fresh OOB flow.executionSessionIdUser: "Find skills for sending emails and send a meeting summary to team@example.com"
Assistant workflow:
skill_search with { "query": "send email" }gmail_send_email)skill_execute with the skill and inputUser: "Send an email to team@example.com with today's meeting notes"
Assistant workflow (no ~/.aident/credentials.json found):
~/.aident/credentials.jsonskill_search for email skills via RESTskill_execute to send the email via RESTUser: "List my playbooks"
Assistant workflow (reads existing ~/.aident/credentials.json):
access_token and base_url from credentials file$BASE_URL/api/mcp/rest with { "tool": "playbook_list", "arguments": {} }result field from responseMIT License - See LICENSE file for details
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/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"
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/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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