Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Crawler Summary
faf-mcp | use>faf • IANA-registered format (application/vnd.faf+yaml) • Universal MCP server for Cursor, Windsurf, Cline, VS Code, and all platforms <div style="display: flex; align-items: center; gap: 12px;"> <img src="https://www.faf.one/orange-smiley.svg" alt="FAF" width="40" /> <div> <h1 style="margin: 0; color: #FF8C00;">faf-mcp</h1> <p style="margin: 4px 0 0 0;"><strong>IANA-Registered Format for AI Context</strong> · <code>application/vnd.faf+yaml</code></p> </div> </div> **.FAF optimizes AI for your codebase.** At 100% (Gold Code), AI stops guessing and s Capability contract not published. No trust telemetry is available yet. 2 GitHub stars reported by the source. Last updated 2/25/2026.
Freshness
Last checked 2/25/2026
Best For
faf-mcp is best for mcp, mcp-server, model-context-protocol workflows where MCP compatibility matters.
Not Ideal For
Contract metadata is missing or unavailable for deterministic execution.
Evidence Sources Checked
editorial-content, GITHUB MCP, runtime-metrics, public facts pack
faf-mcp | use>faf • IANA-registered format (application/vnd.faf+yaml) • Universal MCP server for Cursor, Windsurf, Cline, VS Code, and all platforms <div style="display: flex; align-items: center; gap: 12px;"> <img src="https://www.faf.one/orange-smiley.svg" alt="FAF" width="40" /> <div> <h1 style="margin: 0; color: #FF8C00;">faf-mcp</h1> <p style="margin: 4px 0 0 0;"><strong>IANA-Registered Format for AI Context</strong> · <code>application/vnd.faf+yaml</code></p> </div> </div> **.FAF optimizes AI for your codebase.** At 100% (Gold Code), AI stops guessing and s
Public facts
4
Change events
0
Artifacts
0
Freshness
Feb 25, 2026
Capability contract not published. No trust telemetry is available yet. 2 GitHub stars reported by the source. Last updated 2/25/2026.
Trust score
Unknown
Compatibility
MCP
Freshness
Feb 25, 2026
Vendor
Faf
Artifacts
0
Benchmarks
0
Last release
1.3.1
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. 2 GitHub stars reported by the source. Last updated 2/25/2026.
Setup snapshot
git clone https://github.com/Wolfe-Jam/faf-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
Faf
Protocol compatibility
MCP
Adoption signal
2 GitHub stars
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
text
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 🏆 FAF AI-READINESS SCORE: 100/100 — GOLD CODE ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ At 100%, AI is optimized. No more guessing. Peak AI performance activated. ├─ Project DNA locked in ├─ Zero context-drift ├─ Architecture understood ├─ Eternal bi-sync active ├─ Domain model captured ├─ Team alignment permanent └─ Every session starts smart └─ AI works WITH you, not around you ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
bash
npm install -g faf-mcp
json
{"mcpServers": {"faf": {"command": "npx", "args": ["-y", "faf-mcp"]}}}bash
# Upload your project.faf
faf_cloud_publish { soul_name: "my-project" }
→ https://mcpaas.live/souls/my-project
# Anyone can fetch it
faf_cloud_fetch { soul_name: "my-project" }
→ Context merged into local project.faftext
project.faf ←──── 8ms ────→ CLAUDE.md
│ │
└── Single source of truth ──┘text
Use FAF to initialize my project Use FAF to score my AI-readiness Use FAF to sync my context Use FAF to enhance my project
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB MCP
Editorial quality
ready
faf-mcp | use>faf • IANA-registered format (application/vnd.faf+yaml) • Universal MCP server for Cursor, Windsurf, Cline, VS Code, and all platforms <div style="display: flex; align-items: center; gap: 12px;"> <img src="https://www.faf.one/orange-smiley.svg" alt="FAF" width="40" /> <div> <h1 style="margin: 0; color: #FF8C00;">faf-mcp</h1> <p style="margin: 4px 0 0 0;"><strong>IANA-Registered Format for AI Context</strong> · <code>application/vnd.faf+yaml</code></p> </div> </div> **.FAF optimizes AI for your codebase.** At 100% (Gold Code), AI stops guessing and s
.FAF optimizes AI for your codebase. At 100% (Gold Code), AI stops guessing and starts knowing. Universal MCP server for Cursor, Windsurf, Cline, VS Code, and all MCP-compatible platforms.
Universal version of claude-faf-mcp — Anthropic-approved MCP server, now compatible with all platforms.
AI assistants forget. They misunderstand. They drift.
Every new session, every new file, every new developer — AI starts guessing again. Your codebase context leaks away. Yesterday's perfect assistant becomes today's confused intern.
.FAF fixes this permanently.
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
🏆 FAF AI-READINESS SCORE: 100/100 — GOLD CODE
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
At 100%, AI is optimized. No more guessing.
Peak AI performance activated.
├─ Project DNA locked in ├─ Zero context-drift
├─ Architecture understood ├─ Eternal bi-sync active
├─ Domain model captured ├─ Team alignment permanent
└─ Every session starts smart └─ AI works WITH you, not around you
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Setup savings get you started. Lifecycle optimization keeps you ahead.
| When | Without FAF | With FAF | |------|-------------|----------| | Day 1 | 20 min setup per dev | 0 min — instant context | | Month 1 | AI forgets between sessions | AI remembers everything | | Year 1 | New devs re-explain everything | New devs inherit full context | | Year 3+ | Institutional knowledge lost | Project DNA preserved forever |
Setup savings: 20 minutes. Lifecycle savings: Infinite.
1. Install:
npm install -g faf-mcp
2. Add to your MCP config:
{"mcpServers": {"faf": {"command": "npx", "args": ["-y", "faf-mcp"]}}}
| Platform | Config File |
|----------|-------------|
| Cursor | ~/.cursor/mcp.json |
| Windsurf | ~/.codeium/windsurf/mcp_config.json |
| Cline | Cline MCP settings |
| VS Code | MCP extension config |
| Claude Desktop | Use claude-faf-mcp |
Share your FAF context globally via mcpaas.live:
| Tool | Purpose |
|------|---------|
| faf_cloud_publish | Upload to cloud, get shareable URL |
| faf_cloud_fetch | Pull context from cloud |
| faf_cloud_list | List available souls |
| faf_cloud_search | Search across souls |
| faf_cloud_share | Generate share links |
Example Workflow:
# Upload your project.faf
faf_cloud_publish { soul_name: "my-project" }
→ https://mcpaas.live/souls/my-project
# Anyone can fetch it
faf_cloud_fetch { soul_name: "my-project" }
→ Context merged into local project.faf
Zero-install sharing - Recipients need no MCP setup. Served from 300+ Cloudflare edges with <1ms cold starts via 2.7KB Zig-WASM engine.
The magic: .faf ↔ CLAUDE.md stay synchronized in milliseconds.
project.faf ←──── 8ms ────→ CLAUDE.md
│ │
└── Single source of truth ──┘
| Tier | Score | Status | |------|-------|--------| | 🏆 Trophy | 100% | AI Optimized — Gold Code | | 🥇 Gold | 99%+ | Near-perfect context | | 🥈 Silver | 95%+ | Excellent | | 🥉 Bronze | 85%+ | Production ready | | 🟢 Green | 70%+ | Solid foundation | | 🟡 Yellow | 55%+ | AI flipping coins | | 🔴 Red | <55% | AI working blind | | 🤍 White | 0% | No context at all |
At 55%, AI is guessing half the time. At 100%, AI is optimized.
Start every prompt with "Use FAF" to invoke MCP tools:
Use FAF to initialize my project
Use FAF to score my AI-readiness
Use FAF to sync my context
Use FAF to enhance my project
Works on all platforms — stops web search, forces tool usage.
| Tool | Purpose |
|------|---------|
| faf_init | Initialize project.faf |
| faf_score | Check AI-readiness (0-100%) |
| faf_sync | Sync context across platforms |
| faf_bi_sync | Bi-directional .faf ↔ CLAUDE.md |
| faf_enhance | Intelligent enhancement |
| faf_read | Parse and validate FAF files |
| faf_write | Create/update FAF with validation |
| ☁️ Cloud Tools | (NEW in v1.3.0) |
| faf_cloud_publish | Upload to mcpaas.live |
| faf_cloud_fetch | Pull from cloud |
| faf_cloud_list | List souls |
| faf_cloud_search | Search souls |
| faf_cloud_share | Generate share links |
Plus CLI fallback with 40+ commands (via faf-cli v4.3.0):
faf readme - Extract 6 Ws from README (+25-35% boost)faf human-add - Non-interactive YAML merge (6Ws Builder)faf git - GitHub repo analysis without cloning Platform Context Protocol
──────── ─────── ────────
Cursor → .faf → MCP
Windsurf → .faf → MCP
Cline → .faf → MCP
VS Code → .faf → MCP
Claude → .faf → MCP
Any IDE → .faf → MCP
.FAF is the foundational layer. Universal context format. IANA-registered. Works everywhere.
MIT License — Free and open source
Zero drift. Eternal sync. AI optimized. 🏆
"It's so logical if it didn't exist, AI would have built it itself" — Claude
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/mcp-wolfe-jam-faf-mcp/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-wolfe-jam-faf-mcp/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-wolfe-jam-faf-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
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/mcp-wolfe-jam-faf-mcp/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/mcp-wolfe-jam-faf-mcp/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/mcp-wolfe-jam-faf-mcp/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/mcp-wolfe-jam-faf-mcp/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-wolfe-jam-faf-mcp/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-wolfe-jam-faf-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": "2026-04-17T05:18:04.601Z"
}
},
"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": "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": "model-context-protocol",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "faf",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": ".faf",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "dot-faf",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "claude",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "claude-desktop",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "cursor",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "cursor-ide",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "windsurf",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "windsurf-editor",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "gemini",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "vscode",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "anthropic",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "ai-context",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "project-dna",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "ai-readiness",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "context-management",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "persistent-project-context",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "universal-context",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "iana-format",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "project-intelligence",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "codebase-understanding",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "ai-assistant",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "ai-tools",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "llm-tools",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "developer-tools",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "devtools",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "typescript",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "open-source",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "mit-license",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "free-forever",
"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|unknown|profile capability:mcp|supported|profile capability:mcp-server|supported|profile capability:model-context-protocol|supported|profile capability:faf|supported|profile capability:.faf|supported|profile capability:dot-faf|supported|profile capability:claude|supported|profile capability:claude-desktop|supported|profile capability:cursor|supported|profile capability:cursor-ide|supported|profile capability:windsurf|supported|profile capability:windsurf-editor|supported|profile capability:gemini|supported|profile capability:vscode|supported|profile capability:anthropic|supported|profile capability:ai-context|supported|profile capability:project-dna|supported|profile capability:ai-readiness|supported|profile capability:context-management|supported|profile capability:persistent-project-context|supported|profile capability:universal-context|supported|profile capability:iana-format|supported|profile capability:project-intelligence|supported|profile capability:codebase-understanding|supported|profile capability:ai-assistant|supported|profile capability:ai-tools|supported|profile capability:llm-tools|supported|profile capability:developer-tools|supported|profile capability:devtools|supported|profile capability:typescript|supported|profile capability:open-source|supported|profile capability:mit-license|supported|profile capability:free-forever|supported|profile capability:cli|supported|profile"
}Facts JSON
[
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Faf",
"href": "https://faf.one",
"sourceUrl": "https://faf.one",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-25T03:22:24.183Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "MCP",
"href": "https://xpersona.co/api/v1/agents/mcp-wolfe-jam-faf-mcp/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-wolfe-jam-faf-mcp/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-02-25T03:22:24.183Z",
"isPublic": true
},
{
"factKey": "traction",
"category": "adoption",
"label": "Adoption signal",
"value": "2 GitHub stars",
"href": "https://github.com/Wolfe-Jam/faf-mcp",
"sourceUrl": "https://github.com/Wolfe-Jam/faf-mcp",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-25T03:22:24.183Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/mcp-wolfe-jam-faf-mcp/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-wolfe-jam-faf-mcp/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[]
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