MCP MeasureMCP Measure

index observed

Hedge Fund Alpha Research

Search public Hedge Fund Alpha metadata and find official membership and data product pages.

Should I use this

Quality & Safety

A
Description quality
89%
Schema completeness
73%
Naming quality
97%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Findings (2)

  • LOWTool 'get_hfa_article' description lacks action verbin get_hfa_article
  • LOWTool 'get_hfa_offerings' description lacks action verbin get_hfa_offerings

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~1,847Tokens (tool definitions)
~2.4 KBTypical response size
Moderate attention impact (1.44% of 128k context)

This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.

Install

One-Click Install

Add this to your `claude_desktop_config.json` file:

{
  "mcpServers": {
    "public-research": {
      "url": "https://hedgefundalpha.com/mcp"
    }
  }
}

Remote endpoints

https://hedgefundalpha.com/mcpstreamable-http

What it can do

Tool inventory

Tools (7)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟢search_hfa_content(query, limit)

Search a dated snapshot of recent public Hedge Fund Alpha article metadata. Returns titles and links, never article bodies or subscriber content.

Input Schema

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "minLength": 1,
      "maxLength": 200
    },
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 10
    }
  },
  "required": [
    "query"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}

Output Schema

{
  "type": "object",
  "properties": {
    "results": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "id": {
            "type": "integer",
            "exclusiveMinimum": 0,
            "maximum": 9007199254740991
          },
          "title": {
            "type": "string"
          },
          "url": {
            "type": "string",
            "format": "uri"
          },
          "contentType": {
            "type": "string",
            "enum": [
              "news",
              "education",
              "foundations",
              "investor-letters",
              "conferences",
              "stocks",
              "strategies",
              "profiles"
            ]
          },
          "publishedAt": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ]
          },
          "authorId": {
            "anyOf": [
              {
                "type": "integer",
                "exclusiveMinimum": 0,
                "maximum": 9007199254740991
              },
              {
                "type": "null"
              }
            ]
          },
          "access": {
            "type": "string",
            "const": "metadata-only"
          }
        },
        "required": [
          "id",
          "title",
          "url",
          "contentType",
          "publishedAt",
          "authorId",
          "access"
        ],
        "additionalProperties": false
      }
    },
    "snapshot": {
      "type": "object",
      "properties": {
        "generatedAt": {
          "type": "string"
        },
        "items": {
          "type": "integer",
          "minimum": 0,
          "maximum": 9007199254740991
        },
        "perTypeLimit": {
          "type": "integer",
          "exclusiveMinimum": 0,
          "maximum": 9007199254740991
        }
      },
      "required": [
        "generatedAt",
        "items",
        "perTypeLimit"
      ],
      "additionalProperties": false
    },
    "access": {
      "type": "string",
      "const": "metadata-only"
    }
  },
  "required": [
    "results",
    "snapshot",
    "access"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#",
  "additionalProperties": false
}
🟢get_hfa_article(url)

Resolve an apex Hedge Fund Alpha article URL within the dated recent-content snapshot to public metadata only.

Input Schema

{
  "type": "object",
  "properties": {
    "url": {
      "type": "string",
      "maxLength": 2000,
      "format": "uri"
    }
  },
  "required": [
    "url"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}

Output Schema

{
  "type": "object",
  "properties": {
    "result": {
      "anyOf": [
        {
          "type": "object",
          "properties": {
            "id": {
              "type": "integer",
              "exclusiveMinimum": 0,
              "maximum": 9007199254740991
            },
            "title": {
              "type": "string"
            },
            "url": {
              "type": "string",
              "format": "uri"
            },
            "contentType": {
              "type": "string",
              "enum": [
                "news",
                "education",
                "foundations",
                "investor-letters",
                "conferences",
                "stocks",
                "strategies",
                "profiles"
              ]
            },
            "publishedAt": {
              "anyOf": [
                {
                  "type": "string"
                },
                {
                  "type": "null"
                }
              ]
            },
            "authorId": {
              "anyOf": [
                {
                  "type": "integer",
                  "exclusiveMinimum": 0,
                  "maximum": 9007199254740991
                },
                {
                  "type": "null"
                }
              ]
            },
            "access": {
              "type": "string",
              "const": "metadata-only"
            }
          },
          "required": [
            "id",
            "title",
            "url",
            "contentType",
            "publishedAt",
            "authorId",
            "access"
          ],
          "additionalProperties": false
        },
        {
          "type": "null"
        }
      ]
    },
    "snapshot": {
      "type": "object",
      "properties": {
        "generatedAt": {
          "type": "string"
        },
        "items": {
          "type": "integer",
          "minimum": 0,
          "maximum": 9007199254740991
        },
        "perTypeLimit": {
          "type": "integer",
          "exclusiveMinimum": 0,
          "maximum": 9007199254740991
        }
      },
      "required": [
        "generatedAt",
        "items",
        "perTypeLimit"
      ],
      "additionalProperties": false
    },
    "access": {
      "type": "string",
      "const": "metadata-only"
    }
  },
  "required": [
    "result",
    "snapshot",
    "access"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#",
  "additionalProperties": false
}
🟢list_recent_hfa_content(contentType, limit)

List recently published metadata from the dated snapshot for an allowlisted public editorial type.

Input Schema

{
  "type": "object",
  "properties": {
    "contentType": {
      "type": "string",
      "enum": [
        "news",
        "education",
        "foundations",
        "investor-letters",
        "conferences",
        "stocks",
        "strategies",
        "profiles"
      ]
    },
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 10
    }
  },
  "required": [
    "contentType"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}

Output Schema

{
  "type": "object",
  "properties": {
    "results": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "id": {
            "type": "integer",
            "exclusiveMinimum": 0,
            "maximum": 9007199254740991
          },
          "title": {
            "type": "string"
          },
          "url": {
            "type": "string",
            "format": "uri"
          },
          "contentType": {
            "type": "string",
            "enum": [
              "news",
              "education",
              "foundations",
              "investor-letters",
              "conferences",
              "stocks",
              "strategies",
              "profiles"
            ]
          },
          "publishedAt": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ]
          },
          "authorId": {
            "anyOf": [
              {
                "type": "integer",
                "exclusiveMinimum": 0,
                "maximum": 9007199254740991
              },
              {
                "type": "null"
              }
            ]
          },
          "access": {
            "type": "string",
            "const": "metadata-only"
          }
        },
        "required": [
          "id",
          "title",
          "url",
          "contentType",
          "publishedAt",
          "authorId",
          "access"
        ],
        "additionalProperties": false
      }
    },
    "snapshot": {
      "type": "object",
      "properties": {
        "generatedAt": {
          "type": "string"
        },
        "items": {
          "type": "integer",
          "minimum": 0,
          "maximum": 9007199254740991
        },
        "perTypeLimit": {
          "type": "integer",
          "exclusiveMinimum": 0,
          "maximum": 9007199254740991
        }
      },
      "required": [
        "generatedAt",
        "items",
        "perTypeLimit"
      ],
      "additionalProperties": false
    },
    "access": {
      "type": "string",
      "const": "metadata-only"
    }
  },
  "required": [
    "results",
    "snapshot",
    "access"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#",
  "additionalProperties": false
}
🟢get_hfa_offerings

Return official Hedge Fund Alpha membership, data, and licensing pages without making price or availability claims.

Input Schema

{
  "type": "object",
  "properties": {}
}
🟢search_catalog(meta, catalog)

Search verified Hedge Fund Alpha membership products and prices using the UCP catalog search capability. Read-only; cannot create a checkout or charge a payment method.

Input Schema

{
  "type": "object",
  "properties": {
    "meta": {
      "type": "object",
      "properties": {
        "ucp-agent": {
          "type": "object",
          "properties": {
            "profile": {
              "type": "string",
              "maxLength": 2000,
              "format": "uri"
            }
          },
          "required": [
            "profile"
          ]
        }
      },
      "required": [
        "ucp-agent"
      ]
    },
    "catalog": {
      "type": "object",
      "properties": {
        "query": {
          "type": "string",
          "maxLength": 200
        },
        "pagination": {
          "type": "object",
          "properties": {
            "limit": {
              "type": "integer",
              "minimum": 1,
              "maximum": 10
            }
          }
        }
      }
    }
  },
  "required": [
    "meta",
    "catalog"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢lookup_catalog(meta, catalog)

Look up one or more verified Hedge Fund Alpha membership products or variants by UCP identifier. Read-only; cannot create a checkout or charge a payment method.

Input Schema

{
  "type": "object",
  "properties": {
    "meta": {
      "type": "object",
      "properties": {
        "ucp-agent": {
          "type": "object",
          "properties": {
            "profile": {
              "type": "string",
              "maxLength": 2000,
              "format": "uri"
            }
          },
          "required": [
            "profile"
          ]
        }
      },
      "required": [
        "ucp-agent"
      ]
    },
    "catalog": {
      "type": "object",
      "properties": {
        "ids": {
          "minItems": 1,
          "maxItems": 10,
          "type": "array",
          "items": {
            "type": "string",
            "minLength": 1,
            "maxLength": 100
          }
        }
      },
      "required": [
        "ids"
      ]
    }
  },
  "required": [
    "meta",
    "catalog"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_product(meta, catalog)

Get verified detail for one Hedge Fund Alpha membership product or variant using UCP catalog lookup. Read-only; human checkout remains required.

Input Schema

{
  "type": "object",
  "properties": {
    "meta": {
      "type": "object",
      "properties": {
        "ucp-agent": {
          "type": "object",
          "properties": {
            "profile": {
              "type": "string",
              "maxLength": 2000,
              "format": "uri"
            }
          },
          "required": [
            "profile"
          ]
        }
      },
      "required": [
        "ucp-agent"
      ]
    },
    "catalog": {
      "type": "object",
      "properties": {
        "id": {
          "type": "string",
          "minLength": 1,
          "maxLength": 100
        }
      },
      "required": [
        "id"
      ]
    }
  },
  "required": [
    "meta",
    "catalog"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}

Community

Rate this Server

Evidence

Recent observations

verifiedversion not recorded7 tools
verifiedversion not recorded7 tools