sovereign-ai-blog

endpoint

https://mcp.sovgrid.org/self-hosted-ai?ref=mcp-io

protocol

http-sse ·2025-06-18

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none observed

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karma

0 · newcomer

Is sovereign-ai-blog live?

Yes — it answered the hub's last check (checked 2h ago). It answered 100% of checks over the last 30 days.

Is sovereign-ai-blog free to use?

Yes — the hub reached it with no key and no payment.

What tools does sovereign-ai-blog have?

5 tools: get_article, list_tags, diagnose_sglang, list_articles, search_blog.

Is sovereign-ai-blog safe to connect?

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• list_tags reads open 9h ago

  List all topic tags used across the Sovereign AI Blog corpus, with article counts. Use this to browse the topic space before calling search_blog with a tag filter.

  mcp-tool

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  {
    "type": "object",
    "title": "list_tagsArguments",
    "properties": {
      "sort": {
        "enum": [
          "count_desc",
          "alpha"
        ],
        "type": "string",
        "title": "Sort",
        "default": "count_desc",
        "description": "Result ordering. 'count_desc' lists most-used tags first (default). 'alpha' sorts alphabetically."
      }
    }
  }

  arguments 16 lines copy
• diagnose_sglang reads open 16h ago

  Validate an SGLang configuration for NVIDIA DGX Spark (GB10/SM121A). Pure pattern-matching against known failure modes documented in the Sovereign AI Blog. No inference, no external calls. Returns critical issues, non-fatal warnings, and a recommended baseline config. All parameters are optional; supply only what you have. With no inputs you get the recommended config and a 'unknown' verdict.

  mcp-tool

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  {
    "type": "object",
    "title": "diagnose_sglangArguments",
    "properties": {
      "hardware": {
        "type": "string",
        "title": "Hardware",
        "default": "",
        "description": "Hardware description (e.g. 'GB10', 'DGX Spark', 'SM121A'). Empty = skip GB10-specific rules."
      },
      "image_tag": {
        "type": "string",
        "title": "Image Tag",
        "default": "",
        "description": "Docker image tag in use (e.g. 'lmsysorg/sglang:latest', 'lmsysorg/sglang:v0.4.0'). Empty = skip."
      },
      "mem_fraction": {
        "type": "number",
        "title": "Mem Fraction",
        "default": 0,
        "maximum": 1,
        "minimum": 0,
        "description": "SGLang --mem-fraction-static value (e.g. 0.88). 0.0 = skip this check."
      },
      "error_message": {
        "type": "string",
        "title": "Error Message",
        "default": "",
        "description": "Paste error log output here for pattern matching against known failure modes."
      },
      "attention_backend": {
        "type": "string",
        "title": "Attention Backend",
        "default": "",
        "description": "SGLang --attention-backend value (e.g. 'flashinfer', 'triton'). Empty string = skip this check."
      },
      "cuda_graph_max_bs": {
        "type": "integer",
        "title": "Cuda Graph Max Bs",
        "default": 0,
        "minimum": 0,
        "description": "SGLang --cuda-graph-max-bs value. 0 = skip this check."
      }
    }
  }

  arguments 45 lines copy
• list_articles reads open 16h ago

  List all blog articles. No TF-IDF computation — pure database listing. Use to browse the full corpus, paginate through articles, or filter by tag. For full-text semantic search use search_blog instead.

  mcp-tool

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  {
    "type": "object",
    "title": "list_articlesArguments",
    "properties": {
      "tag": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Tag",
        "default": null,
        "description": "Optional tag filter (e.g. 'setup', 'fixes', 'strategy'). Only articles with this tag are considered. Use list_tags to discover available tags."
      },
      "sort": {
        "enum": [
          "date_desc",
          "date_asc",
          "title_asc",
          "quality_desc"
        ],
        "type": "string",
        "title": "Sort",
        "default": "date_desc",
        "description": "Result ordering. 'date_desc' newest first (default). 'date_asc' oldest first. 'title_asc' alphabetical. 'quality_desc' best quality first."
      },
      "limit": {
        "type": "integer",
        "title": "Limit",
        "default": 20,
        "maximum": 50,
        "minimum": 1,
        "description": "Number of results (1-50)"
      },
      "offset": {
        "type": "integer",
        "title": "Offset",
        "default": 0,
        "minimum": 0,
        "description": "Pagination offset (0-based)"
      }
    }
  }

  arguments 46 lines copy
• search_blog reads open 16h ago

  Search the Sovereign AI Blog for articles matching a natural language query, optionally filtered by tag and sorted by relevance or date. Behaviour matrix: - query='', sort=* -> list newest-first, optionally tag-filtered - query!='', sort=relevance -> TF-IDF ranked, optionally tag-filtered - query!='', sort=date_desc -> TF-IDF filtered (score > 0.001), then sorted by date Pure read-only, deterministic for a given KB snapshot.

  mcp-tool

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  {
    "type": "object",
    "title": "search_blogArguments",
    "properties": {
      "n": {
        "type": "integer",
        "title": "N",
        "default": 5,
        "maximum": 20,
        "minimum": 1,
        "description": "Maximum number of results to return"
      },
      "tag": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Tag",
        "default": null,
        "description": "Optional tag filter (e.g. 'setup', 'fixes', 'strategy'). Only articles with this tag are considered. Use list_tags to discover available tags."
      },
      "sort": {
        "enum": [
          "relevance",
          "date_desc"
        ],
        "type": "string",
        "title": "Sort",
        "default": "relevance",
        "description": "Result ordering. 'relevance' uses TF-IDF score (default for non-empty query). 'date_desc' sorts newest first (default behaviour when query is empty). When query is empty, 'relevance' is treated as 'date_desc'."
      },
      "query": {
        "type": "string",
        "title": "Query",
        "default": "",
        "description": "Natural language search query (e.g. 'flashinfer OOM on GB10'). Multi-word queries are tokenized and TF-IDF ranked. Pass empty string to list articles without ranking by relevance."
      }
    }
  }

  arguments 43 lines copy
• get_article reads unknown 9h ago

  Retrieve the full content of a blog article by its slug. Returns the article body (Markdown) plus metadata. If the slug does not match any article, returns an Article with `error='article_not_found'` and other fields at their defaults.

  mcp-tool

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  {
    "type": "object",
    "title": "get_articleArguments",
    "required": [
      "slug"
    ],
    "properties": {
      "slug": {
        "type": "string",
        "title": "Slug",
        "description": "Article slug as returned by search_blog (e.g. 'setup-llm-inference-setup'). Lower-case, hyphenated."
      }
    }
  }

  arguments 14 lines copy

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