Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Crawler Summary
MCP server for OSS 120B Autonomous Project Manager - Utlyze PM Agent OSS 120B Autonomous Project Manager MCP Server An MCP (Model Context Protocol) server that provides autonomous project management capabilities powered by the OSS 120B model. This server enables intelligent synchronization between GitHub, Notion, and Motion, with pattern recognition, self-optimization, and automated field population. Features - π€ **Autonomous Project Analysis** - Deep analysis of GitHub repositories Published capability contract available. No trust telemetry is available yet. 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
@utlyze/oss-120b-pm-mcp 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 OSS 120B Autonomous Project Manager - Utlyze PM Agent OSS 120B Autonomous Project Manager MCP Server An MCP (Model Context Protocol) server that provides autonomous project management capabilities powered by the OSS 120B model. This server enables intelligent synchronization between GitHub, Notion, and Motion, with pattern recognition, self-optimization, and automated field population. Features - π€ **Autonomous Project Analysis** - Deep analysis of GitHub repositories
Public facts
6
Change events
1
Artifacts
0
Freshness
Feb 22, 2026
Published capability contract available. No trust telemetry is available yet. Last updated 2/24/2026.
Trust score
Unknown
Compatibility
MCP
Freshness
Feb 22, 2026
Vendor
Cryptojym
Artifacts
0
Benchmarks
0
Last release
1.0.0
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. Last updated 2/24/2026.
Setup snapshot
git clone https://github.com/CryptoJym/oss-120b-pm-mcp.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
Cryptojym
Protocol compatibility
MCP
Auth modes
mcp, api_key
Machine-readable schemas
OpenAPI or schema references published
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
6
Snippets
0
Languages
typescript
bash
# Clone the repository git clone https://github.com/CryptoJym/oss-120b-pm-mcp.git cd oss-120b-pm-mcp # Run the setup script (configures both Claude Code and Cursor) ./setup-oss120b-mcp.sh
bash
# Clone and build git clone https://github.com/CryptoJym/oss-120b-pm-mcp.git cd oss-120b-pm-mcp npm install npm run build # Configure your MCP client manually (see Configuration section)
env
# Required OLLAMA_BASE_URL=http://localhost:11434 OSS_MODEL=gpt-oss:120b MEM0_API_KEY=your_mem0_api_key # Optional (for full functionality) MOTION_API_KEY=your_motion_api_key NOTION_API_KEY=your_notion_api_key GITHUB_TOKEN=your_github_token # Optional settings AUTO_SYNC_ON_START=false LOG_LEVEL=info
json
{
"mcpServers": {
"oss-120b-pm": {
"command": "node",
"args": ["/path/to/oss-120b-pm-mcp/dist/index.js"],
"env": {
"OLLAMA_BASE_URL": "http://localhost:11434",
"OSS_MODEL": "gpt-oss:120b",
"MEM0_API_KEY": "your_mem0_api_key",
"GITHUB_TOKEN": "your_github_token",
"NOTION_API_KEY": "your_notion_api_key",
"MOTION_API_KEY": "your_motion_api_key"
}
}
}
}json
{
"mcpServers": {
"oss-120b-pm": {
"command": "node",
"args": ["/path/to/oss-120b-pm-mcp/dist/index.js"],
"env": {
"OLLAMA_BASE_URL": "http://localhost:11434",
"OSS_MODEL": "gpt-oss:120b",
"MEM0_API_KEY": "your_mem0_api_key",
"GITHUB_TOKEN": "your_github_token",
"NOTION_API_KEY": "your_notion_api_key",
"MOTION_API_KEY": "your_motion_api_key"
}
}
}
}typescript
{
repo_owner: string, // Repository owner (username or org)
repo_name: string, // Repository name
deep_analysis?: boolean // Include README, issues, PRs analysis
}Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB MCP
Editorial quality
ready
MCP server for OSS 120B Autonomous Project Manager - Utlyze PM Agent OSS 120B Autonomous Project Manager MCP Server An MCP (Model Context Protocol) server that provides autonomous project management capabilities powered by the OSS 120B model. This server enables intelligent synchronization between GitHub, Notion, and Motion, with pattern recognition, self-optimization, and automated field population. Features - π€ **Autonomous Project Analysis** - Deep analysis of GitHub repositories
An MCP (Model Context Protocol) server that provides autonomous project management capabilities powered by the OSS 120B model. This server enables intelligent synchronization between GitHub, Notion, and Motion, with pattern recognition, self-optimization, and automated field population.
# Clone the repository
git clone https://github.com/CryptoJym/oss-120b-pm-mcp.git
cd oss-120b-pm-mcp
# Run the setup script (configures both Claude Code and Cursor)
./setup-oss120b-mcp.sh
# Clone and build
git clone https://github.com/CryptoJym/oss-120b-pm-mcp.git
cd oss-120b-pm-mcp
npm install
npm run build
# Configure your MCP client manually (see Configuration section)
Create a .env file with your API keys:
# Required
OLLAMA_BASE_URL=http://localhost:11434
OSS_MODEL=gpt-oss:120b
MEM0_API_KEY=your_mem0_api_key
# Optional (for full functionality)
MOTION_API_KEY=your_motion_api_key
NOTION_API_KEY=your_notion_api_key
GITHUB_TOKEN=your_github_token
# Optional settings
AUTO_SYNC_ON_START=false
LOG_LEVEL=info
Add to ~/Library/Application Support/Claude/claude_desktop_config.json:
{
"mcpServers": {
"oss-120b-pm": {
"command": "node",
"args": ["/path/to/oss-120b-pm-mcp/dist/index.js"],
"env": {
"OLLAMA_BASE_URL": "http://localhost:11434",
"OSS_MODEL": "gpt-oss:120b",
"MEM0_API_KEY": "your_mem0_api_key",
"GITHUB_TOKEN": "your_github_token",
"NOTION_API_KEY": "your_notion_api_key",
"MOTION_API_KEY": "your_motion_api_key"
}
}
}
}
Add to ~/Library/Application Support/Cursor/User/mcp/config.json:
{
"mcpServers": {
"oss-120b-pm": {
"command": "node",
"args": ["/path/to/oss-120b-pm-mcp/dist/index.js"],
"env": {
"OLLAMA_BASE_URL": "http://localhost:11434",
"OSS_MODEL": "gpt-oss:120b",
"MEM0_API_KEY": "your_mem0_api_key",
"GITHUB_TOKEN": "your_github_token",
"NOTION_API_KEY": "your_notion_api_key",
"MOTION_API_KEY": "your_motion_api_key"
}
}
}
}
analyze_projectAnalyze a GitHub repository and extract project information autonomously.
{
repo_owner: string, // Repository owner (username or org)
repo_name: string, // Repository name
deep_analysis?: boolean // Include README, issues, PRs analysis
}
sync_projectsRun autonomous synchronization between GitHub, Notion, and Motion.
{
mode?: 'full' | 'quick' | 'changes_only', // Sync mode
dry_run?: boolean // Preview without applying
}
detect_patternsDetect patterns in project management activities and suggest optimizations.
{
days_back?: number, // Number of days to analyze (default: 7)
min_confidence?: number // Minimum confidence threshold (0-1)
}
populate_fieldsAutonomously populate missing Notion fields based on GitHub data.
{
project_id: string, // Notion project ID or GitHub repo full name
auto_approve?: boolean // Auto-approve high confidence suggestions
}
generate_summaryGenerate daily/weekly summary report of PM activities.
{
period?: 'daily' | 'weekly' | 'custom',
start_date?: string, // ISO format for custom period
end_date?: string // ISO format for custom period
}
self_optimizeRun self-optimization analysis and get improvement recommendations.
{
include_metrics?: boolean, // Include detailed performance metrics
apply_recommendations?: boolean // Automatically apply safe recommendations
}
query_pmQuery the PM agent with natural language for any project management task.
{
query: string, // Natural language query
context?: object // Additional context
}
get_prime_directiveRetrieve the current prime directive and operational parameters.
{
section?: 'identity' | 'capabilities' | 'boundaries' | 'patterns' | 'mcp_integration' | 'all'
}
set_automation_rulesConfigure automation rules and thresholds.
{
stale_threshold_days?: number,
auto_populate_confidence?: number,
pattern_detection_frequency?: 'hourly' | 'daily' | 'weekly'
}
// Analyze a repository
await mcp.call('analyze_project', {
repo_owner: 'utlyze',
repo_name: 'fcra-compliance-system',
deep_analysis: true
});
// Quick sync of active projects
await mcp.call('sync_projects', {
mode: 'quick',
dry_run: false
});
// Find patterns in last 2 weeks
await mcp.call('detect_patterns', {
days_back: 14,
min_confidence: 0.8
});
// Get today's summary
await mcp.call('generate_summary', {
period: 'daily'
});
The OSS 120B PM operates under a comprehensive prime directive that ensures:
View the full prime directive:
await mcp.call('get_prime_directive', { section: 'all' });
βββββββββββββββββββββββ
β OSS 120B Model β
β (Local via Ollama) β
ββββββββββββ¬βββββββββββ
β
βββββββ΄ββββββ
β MCP Serverβ
βββββββ¬ββββββ
β
ββββββββ΄βββββββ
β Engines β
βββββββββββββββ€
β β’ Analysis β
β β’ Sync β
β β’ Patterns β
β β’ Memory β
ββββββββ¬βββββββ
β
ββββββββ΄βββββββ
β APIs β
βββββββββββββββ€
β β’ GitHub β
β β’ Notion β
β β’ Motion β
β β’ Mem0 β
βββββββββββββββ
# Clone the repository
git clone https://github.com/CryptoJym/oss-120b-pm-mcp.git
cd oss-120b-pm-mcp
# Install dependencies
npm install
# Run in development mode
npm run dev
# Build for production
npm run build
# Run tests
npm test
MIT
Contributions are welcome! Please read our contributing guidelines and submit pull requests to our repository.
For issues and feature requests, please use the GitHub issue tracker.
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://xpersona.co/api/v1/agents/mcp-cryptojym-oss-120b-pm-mcp/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-cryptojym-oss-120b-pm-mcp/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-cryptojym-oss-120b-pm-mcp/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.
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": "ready",
"authModes": [
"mcp",
"api_key"
],
"requires": [
"mcp",
"lang:typescript"
],
"forbidden": [],
"supportsMcp": true,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": "https://github.com/CryptoJym/oss-120b-pm-mcp#input",
"outputSchemaRef": "https://github.com/CryptoJym/oss-120b-pm-mcp#output",
"dataRegion": "global",
"contractUpdatedAt": "2026-02-24T19:46:48.419Z",
"sourceUpdatedAt": "2026-02-24T19:46:48.419Z",
"freshnessSeconds": 4430367
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://xpersona.co/api/v1/agents/mcp-cryptojym-oss-120b-pm-mcp/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/mcp-cryptojym-oss-120b-pm-mcp/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/mcp-cryptojym-oss-120b-pm-mcp/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/mcp-cryptojym-oss-120b-pm-mcp/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-cryptojym-oss-120b-pm-mcp/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-cryptojym-oss-120b-pm-mcp/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"MCP"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_MCP",
"generatedAt": "2026-04-17T02:26:15.898Z"
}
},
"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": "mcp",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "mcp-server",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "project-management",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "oss-120b",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "utlyze",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "autonomous-pm",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "github-notion-sync",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "cli",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:MCP|supported|contract capability:mcp|supported|profile capability:mcp-server|supported|profile capability:project-management|supported|profile capability:oss-120b|supported|profile capability:utlyze|supported|profile capability:autonomous-pm|supported|profile capability:github-notion-sync|supported|profile 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://xpersona.co/api/v1/agents/mcp-cryptojym-oss-120b-pm-mcp/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-cryptojym-oss-120b-pm-mcp/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:46:48.419Z",
"isPublic": true
},
{
"factKey": "auth_modes",
"category": "compatibility",
"label": "Auth modes",
"value": "mcp, api_key",
"href": "https://xpersona.co/api/v1/agents/mcp-cryptojym-oss-120b-pm-mcp/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-cryptojym-oss-120b-pm-mcp/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:46:48.419Z",
"isPublic": true
},
{
"factKey": "schema_refs",
"category": "artifact",
"label": "Machine-readable schemas",
"value": "OpenAPI or schema references published",
"href": "https://github.com/CryptoJym/oss-120b-pm-mcp#input",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-cryptojym-oss-120b-pm-mcp/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:46:48.419Z",
"isPublic": true
},
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Cryptojym",
"href": "https://github.com/CryptoJym/oss-120b-pm-mcp",
"sourceUrl": "https://github.com/CryptoJym/oss-120b-pm-mcp",
"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://xpersona.co/api/v1/agents/mcp-cryptojym-oss-120b-pm-mcp/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-cryptojym-oss-120b-pm-mcp/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[
{
"eventType": "docs_update",
"title": "Docs refreshed: Sign in to GitHub Β· 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
Ads related to @utlyze/oss-120b-pm-mcp and adjacent AI workflows.