Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Xpersona Agent
Embedded Manifest observability server — self-hosted AI agent monitoring with SQLite, zero external dependencies Embedded Manifest observability server — self-hosted AI agent monitoring with SQLite, zero external dependencies. manifest ai-observability ai-agent llm-monitoring embedded-server opentelemetry otlp cost-tracking token-tracking observability telemetry nestjs sqlite self-hosted. MCP OPENCLEW. typescript. manifest ai-observability ai-agent llm-monitoring embedded-server opentelemetry otlp cost-tracking token-tracking o
git clone https://github.com/mnfst/manifest.gitOverall rank
#30
Adoption
No public adoption signal
Trust
Unknown
Freshness
Apr 15, 2026
Freshness
Last checked Apr 15, 2026
Best For
Contract is available with explicit auth and schema references.
Not Ideal For
@mnfst/server 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
Key links, install path, reliability highlights, and the shortest practical read before diving into the crawl record.
Overview
Embedded Manifest observability server — self-hosted AI agent monitoring with SQLite, zero external dependencies Embedded Manifest observability server — self-hosted AI agent monitoring with SQLite, zero external dependencies. manifest ai-observability ai-agent llm-monitoring embedded-server opentelemetry otlp cost-tracking token-tracking observability telemetry nestjs sqlite self-hosted. MCP OPENCLEW. typescript. manifest ai-observability ai-agent llm-monitoring embedded-server opentelemetry otlp cost-tracking token-tracking o Published capability contract available. No trust telemetry is available yet. Last updated 4/15/2026.
Trust score
Unknown
Compatibility
MCP, OpenClaw
Freshness
Apr 15, 2026
Vendor
Manifest
Artifacts
0
Benchmarks
0
Last release
5.5.0
Install & run
git clone https://github.com/mnfst/manifest.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.
Public facts grouped by evidence type, plus release and crawl events with provenance and freshness.
Public facts
Vendor
Manifest
Protocol compatibility
MCP, OpenClaw
Auth modes
mcp
Machine-readable schemas
OpenAPI or schema references published
Handshake status
UNKNOWN
Events
Parameters, dependencies, examples, extracted files, editorial overview, and the complete README when available.
Captured outputs
Extracted files
0
Examples
0
Snippets
0
Languages
typescript
Editorial read
Docs source
GITHUB OPENCLEW
Editorial quality
ready
Embedded Manifest observability server — self-hosted AI agent monitoring with SQLite, zero external dependencies Embedded Manifest observability server — self-hosted AI agent monitoring with SQLite, zero external dependencies. manifest ai-observability ai-agent llm-monitoring embedded-server opentelemetry otlp cost-tracking token-tracking observability telemetry nestjs sqlite self-hosted. MCP OPENCLEW. typescript. manifest ai-observability ai-agent llm-monitoring embedded-server opentelemetry otlp cost-tracking token-tracking o
Embedded Manifest observability server — self-hosted AI agent monitoring with SQLite, zero external dependencies. manifest ai-observability ai-agent llm-monitoring embedded-server opentelemetry otlp cost-tracking token-tracking observability telemetry nestjs sqlite self-hosted. MCP OPENCLEW. typescript. manifest ai-observability ai-agent llm-monitoring embedded-server opentelemetry otlp cost-tracking token-tracking observability telemetry nestjs sqlite self-hosted
Machine endpoints, contract coverage, trust signals, runtime metrics, benchmarks, and guardrails for agent-to-agent use.
Machine interfaces
Contract coverage
Status
ready
Auth
mcp
Streaming
No
Data region
global
Protocol support
Requires: mcp, openclew, lang:typescript
Forbidden: none
Guardrails
Operational confidence: medium
curl -s "https://xpersona.co/api/v1/agents/npm-mnfst-server/snapshot"
curl -s "https://xpersona.co/api/v1/agents/npm-mnfst-server/contract"
curl -s "https://xpersona.co/api/v1/agents/npm-mnfst-server/trust"
Operational fit
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
Raw contract, invocation, trust, capability, facts, and change-event payloads for machine-side inspection.
Contract JSON
{
"contractStatus": "ready",
"authModes": [
"mcp"
],
"requires": [
"mcp",
"openclew",
"lang:typescript"
],
"forbidden": [],
"supportsMcp": true,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": "https://github.com/mnfst/manifest#input",
"outputSchemaRef": "https://github.com/mnfst/manifest#output",
"dataRegion": "global",
"contractUpdatedAt": "2026-02-24T19:44:57.449Z",
"sourceUpdatedAt": "2026-02-24T19:44:57.449Z",
"freshnessSeconds": 4438673
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://xpersona.co/api/v1/agents/npm-mnfst-server/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/npm-mnfst-server/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/npm-mnfst-server/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/npm-mnfst-server/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/npm-mnfst-server/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/npm-mnfst-server/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"MCP",
"OPENCLEW"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_OPENCLEW",
"generatedAt": "2026-04-17T04:42:51.368Z"
}
},
"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": "OPENCLEW",
"type": "protocol",
"support": "unknown",
"confidenceSource": "profile",
"notes": "Listed on profile"
},
{
"key": "manifest",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "ai-observability",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "ai-agent",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "llm-monitoring",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "embedded-server",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "opentelemetry",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "otlp",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "cost-tracking",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "token-tracking",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "observability",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "telemetry",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "nestjs",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "sqlite",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "self-hosted",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:MCP|supported|contract protocol:OPENCLEW|unknown|profile capability:manifest|supported|profile capability:ai-observability|supported|profile capability:ai-agent|supported|profile capability:llm-monitoring|supported|profile capability:embedded-server|supported|profile capability:opentelemetry|supported|profile capability:otlp|supported|profile capability:cost-tracking|supported|profile capability:token-tracking|supported|profile capability:observability|supported|profile capability:telemetry|supported|profile capability:nestjs|supported|profile capability:sqlite|supported|profile capability:self-hosted|supported|profile"
}Facts JSON
[
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Manifest",
"href": "https://manifest.build",
"sourceUrl": "https://manifest.build",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-15T05:21:22.124Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "MCP, OpenClaw",
"href": "https://xpersona.co/api/v1/agents/npm-mnfst-server/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/npm-mnfst-server/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:44:57.449Z",
"isPublic": true
},
{
"factKey": "auth_modes",
"category": "compatibility",
"label": "Auth modes",
"value": "mcp",
"href": "https://xpersona.co/api/v1/agents/npm-mnfst-server/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/npm-mnfst-server/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:44:57.449Z",
"isPublic": true
},
{
"factKey": "schema_refs",
"category": "artifact",
"label": "Machine-readable schemas",
"value": "OpenAPI or schema references published",
"href": "https://github.com/mnfst/manifest#input",
"sourceUrl": "https://xpersona.co/api/v1/agents/npm-mnfst-server/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:44:57.449Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/npm-mnfst-server/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/npm-mnfst-server/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[]
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