gitlab-mcp
A Model Context Protocol (MCP) server for GitLab
Crawler Summary
MCP server for examining and understanding stored memories The Pensieve MCP Server One simply siphons the excess thoughts from one's mind, pours them into the basin, and examines them at one's leisure. It becomes easier to spot patterns and links, you understand, when they are in this form. This is a TypeScript-based MCP server that implements a RAG-based knowledge management system. It demonstrates core MCP concepts by providing: - Resources representing stored knowledge wi Published capability contract available. No trust telemetry is available yet. 2 GitHub stars reported by the source. Last updated 2/24/2026.
Freshness
Last checked 2/22/2026
Best For
Contract is available with explicit auth and schema references.
Not Ideal For
the-pensieve is not ideal for teams that need stronger public trust telemetry, lower setup complexity, or more explicit contract coverage before production rollout.
Evidence Sources Checked
editorial-content, capability-contract, runtime-metrics, public facts pack
MCP server for examining and understanding stored memories The Pensieve MCP Server One simply siphons the excess thoughts from one's mind, pours them into the basin, and examines them at one's leisure. It becomes easier to spot patterns and links, you understand, when they are in this form. This is a TypeScript-based MCP server that implements a RAG-based knowledge management system. It demonstrates core MCP concepts by providing: - Resources representing stored knowledge wi
Public facts
7
Change events
1
Artifacts
0
Freshness
Feb 22, 2026
Published capability contract available. No trust telemetry is available yet. 2 GitHub stars reported by the source. Last updated 2/24/2026.
Trust score
Unknown
Compatibility
MCP
Freshness
Feb 22, 2026
Vendor
Seanivore
Artifacts
0
Benchmarks
0
Last release
0.1.0
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Published capability contract available. No trust telemetry is available yet. 2 GitHub stars reported by the source. Last updated 2/24/2026.
Setup snapshot
git clone https://github.com/seanivore/the-pensieve.gitSetup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.
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
Seanivore
Protocol compatibility
MCP
Auth modes
mcp, api_key
Machine-readable schemas
OpenAPI or schema references published
Adoption signal
2 GitHub stars
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
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
5
Snippets
0
Languages
typescript
bash
npm install
bash
npm run build
bash
npm run watch
json
{
"mcpServers": {
"The Pensieve": {
"command": "/path/to/The Pensieve/build/index.js"
}
}
}bash
npm run inspector
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB MCP
Editorial quality
ready
MCP server for examining and understanding stored memories The Pensieve MCP Server One simply siphons the excess thoughts from one's mind, pours them into the basin, and examines them at one's leisure. It becomes easier to spot patterns and links, you understand, when they are in this form. This is a TypeScript-based MCP server that implements a RAG-based knowledge management system. It demonstrates core MCP concepts by providing: - Resources representing stored knowledge wi
One simply siphons the excess thoughts from one's mind, pours them into the basin, and examines them at one's leisure. It becomes easier to spot patterns and links, you understand, when they are in this form.
This is a TypeScript-based MCP server that implements a RAG-based knowledge management system. It demonstrates core MCP concepts by providing:
memory:// URIsask_pensieve - Query your stored knowledge
Install dependencies:
npm install
Build the server:
npm run build
For development with auto-rebuild:
npm run watch
Store your knowledge as markdown files in the root directory:
skills-javascript.md)To use with Claude Desktop, add the server config:
On MacOS: ~/Library/Application Support/Claude/claude_desktop_config.json
On Windows: %APPDATA%/Claude/claude_desktop_config.json
{
"mcpServers": {
"The Pensieve": {
"command": "/path/to/The Pensieve/build/index.js"
}
}
}
Since MCP servers communicate over stdio, debugging can be challenging. We recommend using the MCP Inspector:
npm run inspector
The Inspector will provide a URL to access debugging tools in your browser.
async function handleQuestion(question: string) { // 1. Analyze question const analysis = await server.request(SamplingCreateMessageRequestSchema, { messages: [{ role: "user", content: { type: "text", text: question } }], systemPrompt: "You are the Pensieve. Analyze questions to determine what knowledge to retrieve.", includeContext: "none" });
// 2. Use existing RAG query (from our working code) const results = await ragPipeline.semanticSearch(analysis.content.text);
// 3. Compose response
const response = await server.request(SamplingCreateMessageRequestSchema, {
messages: [{
role: "user",
content: {
type: "text",
text: Answer using this knowledge: ${results.map(r => r.payload.full_text).join('\n')}
}
}],
systemPrompt: "You are the Pensieve. Provide clear answers based on stored knowledge.",
includeContext: "none"
});
return response.content.text; }
const documentGuide = `To prepare documents for the Pensieve:
{ uri: "memory://knowledge/skills-javascript.md", mimeType: "text/markdown", // Since we're using markdown files name: "JavaScript Skills", description: "Knowledge about JavaScript development" }
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
ready
Auth
mcp, api_key
Streaming
No
Data region
global
Protocol support
Requires: mcp, lang:typescript
Forbidden: none
Guardrails
Operational confidence: medium
curl -s "https://www.xpersona.co/api/v1/agents/mcp-seanivore-the-pensieve/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/mcp-seanivore-the-pensieve/contract"
curl -s "https://www.xpersona.co/api/v1/agents/mcp-seanivore-the-pensieve/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
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.
A Model Context Protocol (MCP) server for GitLab
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This agent researches trends, scripts videos, sets up engagement automation, and compiles everything into a shareable document.
This agent analyzes Reddit data to generate trending content concepts tailored to your audience.
Contract JSON
{
"contractStatus": "ready",
"authModes": [
"mcp",
"api_key"
],
"requires": [
"mcp",
"lang:typescript"
],
"forbidden": [],
"supportsMcp": true,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": "https://github.com/seanivore/the-pensieve#input",
"outputSchemaRef": "https://github.com/seanivore/the-pensieve#output",
"dataRegion": "global",
"contractUpdatedAt": "2026-02-24T19:46:48.698Z",
"sourceUpdatedAt": "2026-02-24T19:46:48.698Z",
"freshnessSeconds": 19550466
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://www.xpersona.co/api/v1/agents/mcp-seanivore-the-pensieve/snapshot",
"contractUrl": "https://www.xpersona.co/api/v1/agents/mcp-seanivore-the-pensieve/contract",
"trustUrl": "https://www.xpersona.co/api/v1/agents/mcp-seanivore-the-pensieve/trust"
},
"curlExamples": [
"curl -s \"https://www.xpersona.co/api/v1/agents/mcp-seanivore-the-pensieve/snapshot\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/mcp-seanivore-the-pensieve/contract\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/mcp-seanivore-the-pensieve/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"MCP"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_MCP",
"generatedAt": "2026-10-09T02:27:55.032Z"
}
},
"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": "supported",
"confidenceSource": "contract",
"notes": "Confirmed by capability contract"
},
{
"key": "cli",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:MCP|supported|contract capability:cli|supported|profile"
}Facts JSON
[
{
"factKey": "docs_crawl",
"category": "integration",
"label": "Crawlable docs",
"value": "6 indexed pages on the official domain",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "MCP",
"href": "https://www.xpersona.co/api/v1/agents/mcp-seanivore-the-pensieve/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-seanivore-the-pensieve/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:46:48.698Z",
"isPublic": true
},
{
"factKey": "auth_modes",
"category": "compatibility",
"label": "Auth modes",
"value": "mcp, api_key",
"href": "https://www.xpersona.co/api/v1/agents/mcp-seanivore-the-pensieve/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-seanivore-the-pensieve/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:46:48.698Z",
"isPublic": true
},
{
"factKey": "schema_refs",
"category": "artifact",
"label": "Machine-readable schemas",
"value": "OpenAPI or schema references published",
"href": "https://github.com/seanivore/the-pensieve#input",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-seanivore-the-pensieve/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:46:48.698Z",
"isPublic": true
},
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Seanivore",
"href": "https://github.com/seanivore/the-pensieve",
"sourceUrl": "https://github.com/seanivore/the-pensieve",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-24T19:43:14.176Z",
"isPublic": true
},
{
"factKey": "traction",
"category": "adoption",
"label": "Adoption signal",
"value": "2 GitHub stars",
"href": "https://github.com/seanivore/the-pensieve",
"sourceUrl": "https://github.com/seanivore/the-pensieve",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-24T19:43:14.176Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://www.xpersona.co/api/v1/agents/mcp-seanivore-the-pensieve/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-seanivore-the-pensieve/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[
{
"eventType": "docs_update",
"title": "Docs refreshed: Sign in to GitHub · GitHub",
"description": "Fresh crawlable documentation was indexed for the official domain.",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
}
]Sponsored
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