GITLAB_AI_CATALOGgitlab-mcp
Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
MCP
Crawler Summary
deepseek-reasoner-mcp answer-first brief
MCP server for task planning using deepseek locally with ollama Deepseek r1 reasoning extension for locally running models Aim: provide locally runnable technical agent system, using a combination of models and no remote models. Uses deepseek r1 as a reasoning model, which can then be coupled with a tool calling model, for example in the case of goose agent below. Deepseek r1 and other reasoning models often can't effectively do tool calling, but can be combined with other models 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
deepseek-reasoner-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
Agent DossierGitHubSafety: 80/100
deepseek-reasoner-mcp
MCP server for task planning using deepseek locally with ollama Deepseek r1 reasoning extension for locally running models Aim: provide locally runnable technical agent system, using a combination of models and no remote models. Uses deepseek r1 as a reasoning model, which can then be coupled with a tool calling model, for example in the case of goose agent below. Deepseek r1 and other reasoning models often can't effectively do tool calling, but can be combined with other models
MCPverified
Public facts
7
Change events
1
Artifacts
0
Freshness
Feb 22, 2026
Verifiededitorial-content1 verified compatibility signal2 GitHub stars
Published capability contract available. No trust telemetry is available yet. 2 GitHub stars reported by the source. Last updated 2/24/2026.
2 GitHub starsSchema refs publishedTrust evidence available
Trust score
Unknown
Compatibility
MCP
Freshness
Feb 22, 2026
Vendor
Michaelneale
Artifacts
0
Benchmarks
0
Last release
1.0.2
Executive Summary
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/michaelneale/deepseek-r1-mcp.git- 1
Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.
- 2
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.
Evidence Ledger
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor (1)
Vendor
Michaelneale
profilemedium
Compatibility (2)
Protocol compatibility
MCP
contracthigh
Auth modes
mcp, api_key
contracthigh
Artifact (1)
Machine-readable schemas
OpenAPI or schema references published
contracthigh
Adoption (1)
Adoption signal
2 GitHub stars
profilemedium
Security (1)
Handshake status
UNKNOWN
trustmedium
Integration (1)
Crawlable docs
6 indexed pages on the official domain
search_documentmedium
Release & Crawl Timeline
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Artifacts Archive
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
1
Snippets
0
Languages
typescript
Executable Examples
sh
npx -y deepseek-reasoner-mcp
Docs & README
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB MCP
Editorial quality
ready
MCP server for task planning using deepseek locally with ollama Deepseek r1 reasoning extension for locally running models Aim: provide locally runnable technical agent system, using a combination of models and no remote models. Uses deepseek r1 as a reasoning model, which can then be coupled with a tool calling model, for example in the case of goose agent below. Deepseek r1 and other reasoning models often can't effectively do tool calling, but can be combined with other models
Full README
Deepseek r1 reasoning extension for locally running models
Aim: provide locally runnable technical agent system, using a combination of models and no remote models.
Uses deepseek r1 as a reasoning model, which can then be coupled with a tool calling model, for example in the case of goose agent below. Deepseek r1 and other reasoning models often can't effectively do tool calling, but can be combined with other models which while not as good at reasoning, can do tool calling.
Below is a diagram of how it works with the "project goose" agent, which makes use of ollama with all local models:
This is a generic MCP server so should work with any agent system, as long as ollama is running, and can run entirely locally.
Usage:
npx -y deepseek-reasoner-mcp
This can be used in any agent system.
Contract & API
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
MCP: verified
Requires: mcp, lang:typescript
Forbidden: none
Guardrails
Operational confidence: medium
Contract is available with explicit auth and schema references.
Trust confidence is not low and verification freshness is acceptable.
Protocol support is explicitly confirmed in contract metadata.
Invocation examples
curl -s "https://xpersona.co/api/v1/agents/mcp-michaelneale-deepseek-r1-mcp/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-michaelneale-deepseek-r1-mcp/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-michaelneale-deepseek-r1-mcp/trust"
Reliability & Benchmarks
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
No benchmark suites or observed failure patterns are available.
Media & Demo
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
No screenshots, media assets, or demo links are available.
Related Agents
Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.
GITLAB_PUBLIC_PROJECTSgitlab-mcp
Rank
80
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
MCP
GITLAB_AI_CATALOGrmcp-openapi
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
MCP
GITLAB_AI_CATALOGrmcp-actix-web
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
MCP
Machine Appendix
Contract JSON
{
"contractStatus": "ready",
"authModes": [
"mcp",
"api_key"
],
"requires": [
"mcp",
"lang:typescript"
],
"forbidden": [],
"supportsMcp": true,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": "https://github.com/michaelneale/deepseek-r1-mcp#input",
"outputSchemaRef": "https://github.com/michaelneale/deepseek-r1-mcp#output",
"dataRegion": "global",
"contractUpdatedAt": "2026-02-24T19:45:40.497Z",
"sourceUpdatedAt": "2026-02-24T19:45:40.497Z",
"freshnessSeconds": 4444074
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://xpersona.co/api/v1/agents/mcp-michaelneale-deepseek-r1-mcp/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/mcp-michaelneale-deepseek-r1-mcp/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/mcp-michaelneale-deepseek-r1-mcp/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/mcp-michaelneale-deepseek-r1-mcp/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-michaelneale-deepseek-r1-mcp/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-michaelneale-deepseek-r1-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": "2026-04-17T06:13:34.930Z"
}
},
"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://xpersona.co/api/v1/agents/mcp-michaelneale-deepseek-r1-mcp/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-michaelneale-deepseek-r1-mcp/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:45:40.497Z",
"isPublic": true
},
{
"factKey": "auth_modes",
"category": "compatibility",
"label": "Auth modes",
"value": "mcp, api_key",
"href": "https://xpersona.co/api/v1/agents/mcp-michaelneale-deepseek-r1-mcp/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-michaelneale-deepseek-r1-mcp/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:45:40.497Z",
"isPublic": true
},
{
"factKey": "schema_refs",
"category": "artifact",
"label": "Machine-readable schemas",
"value": "OpenAPI or schema references published",
"href": "https://github.com/michaelneale/deepseek-r1-mcp#input",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-michaelneale-deepseek-r1-mcp/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:45:40.497Z",
"isPublic": true
},
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Michaelneale",
"href": "https://github.com/michaelneale/deepseek-r1-mcp",
"sourceUrl": "https://github.com/michaelneale/deepseek-r1-mcp",
"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/michaelneale/deepseek-r1-mcp",
"sourceUrl": "https://github.com/michaelneale/deepseek-r1-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-michaelneale-deepseek-r1-mcp/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-michaelneale-deepseek-r1-mcp/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
}
]