LegalAIMCP Directory

Search the legalaimcp.com directory of AI tools and MCP servers built for law firms. Filter by free-text query, practice-area category, and pricing model. Use this when someone asks what AI tooling exists for legal work such as contract review, legal research, client intake, billing, or compliance.

{
  "type": "object",
  "properties": {
    "query": {
      "description": "Free-text search over tool names, taglines, and descriptions, e.g. \"contract review\"",
      "type": "string",
      "maxLength": 100
    },
    "category": {
      "description": "Practice-area filter — get slugs from list_legal_ai_categories",
      "type": "string",
      "enum": [
        "document_processing",
        "case_management",
        "client_communication",
        "legal_research",
        "billing_time",
        "compliance",
        "general"
      ]
    },
    "pricing": {
      "description": "Pricing-model filter: free, freemium, paid, or contact",
      "type": "string",
      "enum": [
        "free",
        "freemium",
        "paid",
        "contact"
      ]
    },
    "limit": {
      "default": 10,
      "description": "Maximum number of results to return (1–25, default 10)",
      "type": "integer",
      "minimum": 1,
      "maximum": 25
    }
  },
  "$schema": "http://json-schema.org/draft-07/schema#"
}

{
  "type": "object",
  "properties": {
    "count": {
      "type": "number",
      "description": "Number of tools returned"
    },
    "tools": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "slug": {
            "type": "string",
            "description": "Stable listing identifier — pass to get_legal_ai_tool"
          },
          "name": {
            "type": "string",
            "description": "Tool name"
          },
          "tagline": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "description": "One-line summary"
          },
          "category": {
            "type": "string",
            "description": "Practice-area category slug"
          },
          "category_label": {
            "type": "string",
            "description": "Human-readable category name"
          },
          "pricing_model": {
            "type": "string",
            "description": "One of: free, freemium, paid, contact"
          },
          "pricing_details": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "description": "Pricing notes, if any"
          },
          "links_verified": {
            "type": "boolean",
            "description": "True if an automated check confirmed every URL on this listing resolved, as of links_verified_at. An automated link check only — NOT an endorsement, security audit, or legal review."
          },
          "links_verified_at": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "description": "ISO date of the last passing link check; null = not confirmed (often just bot-blocking)"
          },
          "website": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "description": "Tool website"
          },
          "repo": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "description": "Source repository, if open source"
          },
          "install_command": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "description": "MCP install command, if the tool ships an MCP server"
          },
          "maker": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "description": "Creator or vendor name"
          },
          "listing_url": {
            "type": "string",
            "description": "Canonical listing page on legalaimcp.com"
          }
        },
        "required": [
          "slug",
          "name",
          "tagline",
          "category",
          "category_label",
          "pricing_model",
          "pricing_details",
          "links_verified",
          "links_verified_at",
          "website",
          "repo",
          "install_command",
          "maker",
          "listing_url"
        ],
        "additionalProperties": false
      },
      "description": "Matching tools, link-verified listings first"
    }
  },
  "required": [
    "count",
    "tools"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#",
  "additionalProperties": false
}

Get the full listing for one legal AI tool by its slug, including the complete description and MCP install command. Use after search_legal_ai_tools to go deeper on a specific result.

{
  "type": "object",
  "properties": {
    "slug": {
      "type": "string",
      "maxLength": 100,
      "pattern": "^[a-z0-9-]+$",
      "description": "Listing slug, e.g. \"harvey-ai\" — taken from a search result"
    }
  },
  "required": [
    "slug"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}

{
  "type": "object",
  "properties": {
    "found": {
      "type": "boolean",
      "description": "False when no published listing has this slug"
    },
    "tool": {
      "description": "The listing, present when found is true",
      "type": "object",
      "properties": {
        "slug": {
          "type": "string",
          "description": "Stable listing identifier — pass to get_legal_ai_tool"
        },
        "name": {
          "type": "string",
          "description": "Tool name"
        },
        "tagline": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "description": "One-line summary"
        },
        "category": {
          "type": "string",
          "description": "Practice-area category slug"
        },
        "category_label": {
          "type": "string",
          "description": "Human-readable category name"
        },
        "pricing_model": {
          "type": "string",
          "description": "One of: free, freemium, paid, contact"
        },
        "pricing_details": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "description": "Pricing notes, if any"
        },
        "links_verified": {
          "type": "boolean",
          "description": "True if an automated check confirmed every URL on this listing resolved, as of links_verified_at. An automated link check only — NOT an endorsement, security audit, or legal review."
        },
        "links_verified_at": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "description": "ISO date of the last passing link check; null = not confirmed (often just bot-blocking)"
        },
        "website": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "description": "Tool website"
        },
        "repo": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "description": "Source repository, if open source"
        },
        "install_command": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "description": "MCP install command, if the tool ships an MCP server"
        },
        "maker": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "description": "Creator or vendor name"
        },
        "listing_url": {
          "type": "string",
          "description": "Canonical listing page on legalaimcp.com"
        },
        "description": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "description": "Full listing description"
        }
      },
      "required": [
        "slug",
        "name",
        "tagline",
        "category",
        "category_label",
        "pricing_model",
        "pricing_details",
        "links_verified",
        "links_verified_at",
        "website",
        "repo",
        "install_command",
        "maker",
        "listing_url",
        "description"
      ],
      "additionalProperties": false
    }
  },
  "required": [
    "found"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#",
  "additionalProperties": false
}

List the practice-area categories in the legalaimcp.com directory, with how many published tools each contains. Useful for orienting before a search.

{
  "type": "object",
  "properties": {},
  "$schema": "http://json-schema.org/draft-07/schema#"
}

{
  "type": "object",
  "properties": {
    "total": {
      "type": "number",
      "description": "Total published tools in the directory"
    },
    "categories": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "slug": {
            "type": "string",
            "description": "Pass as `category` to search_legal_ai_tools"
          },
          "label": {
            "type": "string",
            "description": "Human-readable category name"
          },
          "count": {
            "type": "number",
            "description": "Published tools in this category"
          }
        },
        "required": [
          "slug",
          "label",
          "count"
        ],
        "additionalProperties": false
      },
      "description": "All practice-area categories"
    }
  },
  "required": [
    "total",
    "categories"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#",
  "additionalProperties": false
}

Rank legal AI tools by fit for a specific practice area and firm size, with a score and the matched factors behind it. Use this instead of search_legal_ai_tools when someone describes their firm (e.g. "solo family law practice" or "20-attorney litigation firm") and wants a recommendation, not just a list.

{
  "type": "object",
  "properties": {
    "practice_area": {
      "type": "string",
      "enum": [
        "document_processing",
        "case_management",
        "client_communication",
        "legal_research",
        "billing_time",
        "compliance",
        "general"
      ],
      "description": "Practice-area category slug — get slugs from list_legal_ai_categories"
    },
    "firm_size": {
      "type": "string",
      "enum": [
        "solo",
        "small",
        "mid",
        "large"
      ],
      "description": "Firm size: solo, small (2-10 attorneys), mid (11-50), or large (50+)"
    },
    "limit": {
      "default": 5,
      "description": "Maximum number of recommendations to return (1-5, default 5)",
      "type": "integer",
      "minimum": 1,
      "maximum": 5
    }
  },
  "required": [
    "practice_area",
    "firm_size"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}

{
  "type": "object",
  "properties": {
    "count": {
      "type": "number",
      "description": "Number of recommendations returned"
    },
    "recommendations": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "slug": {
            "type": "string",
            "description": "Stable listing identifier — pass to get_legal_ai_tool"
          },
          "name": {
            "type": "string",
            "description": "Tool name"
          },
          "tagline": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "description": "One-line summary"
          },
          "category": {
            "type": "string",
            "description": "Practice-area category slug"
          },
          "category_label": {
            "type": "string",
            "description": "Human-readable category name"
          },
          "pricing_model": {
            "type": "string",
            "description": "One of: free, freemium, paid, contact"
          },
          "pricing_details": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "description": "Pricing notes, if any"
          },
          "links_verified": {
            "type": "boolean",
            "description": "True if an automated check confirmed every URL on this listing resolved, as of links_verified_at. An automated link check only — NOT an endorsement, security audit, or legal review."
          },
          "links_verified_at": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "description": "ISO date of the last passing link check; null = not confirmed (often just bot-blocking)"
          },
          "website": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "description": "Tool website"
          },
          "repo": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "description": "Source repository, if open source"
          },
          "install_command": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "description": "MCP install command, if the tool ships an MCP server"
          },
          "maker": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "description": "Creator or vendor name"
          },
          "listing_url": {
            "type": "string",
            "description": "Canonical listing page on legalaimcp.com"
          },
          "score": {
            "type": "number",
            "description": "Deterministic fit score — see matched_factors for how it was earned"
          },
          "matched_factors": {
            "type": "array",
            "items": {
              "type": "string"
            },
            "description": "The specific reasons this tool scored the way it did, e.g. category or firm-size match"
          },
          "pricing_note": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "description": "Informational only, never affects rank: paid/contact tiers often bundle dedicated support that a free/freemium pick may not. Ties are broken by cost alone — this lets the requester weigh support separately."
          }
        },
        "required": [
          "slug",
          "name",
          "tagline",
          "category",
          "category_label",
          "pricing_model",
          "pricing_details",
          "links_verified",
          "links_verified_at",
          "website",
          "repo",
          "install_command",
          "maker",
          "listing_url",
          "score",
          "matched_factors",
          "pricing_note"
        ],
        "additionalProperties": false
      },
      "description": "Ranked highest-fit first. Empty when nothing in the directory matched either input."
    }
  },
  "required": [
    "count",
    "recommendations"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#",
  "additionalProperties": false
}