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aiapplyd

AI Applyd

by aiapplyd
OverviewSchemaSourceRelated ServersDiscussionsAdmin
TypeScript
Remote

Search Jobs

aiapplyd_search_jobs
Read-onlyIdempotent

Find your matched job openings by job title, location, and remote preference. Read-only search that retrieves matching roles without changing your job hunt.

Instructions

Deprecated alias of aiapplyd_get_matches, use aiapplyd_get_matches. Returns the user's matched jobs filtered by title, location and remote, exactly as aiapplyd_get_matches with query, location and remote_only. Read-only: it never changes which roles AI Applyd hunts for.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
locationNoPreferred location (e.g. "San Francisco, CA", "New York", "Remote")
job_titleYesJob title to search for (e.g. "Software Engineer", "Product Manager")
remote_onlyNoIf true, only show remote-friendly positions

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
modeYes
pageYes
matchesYes
postingYesA posting read from job_url. Nothing was saved.
totalPagesYes
notFoundIdsYesRequested job_match_ids that do not exist on this account.
totalMatchesYes
newestJobMatchIdYesThe highest job_match_id on this page. Store it and pass it back as after_job_match_id to see only newer matches.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed2 schema fields changedv1.8.0
    • removedInput schema / additionalProperties
      Removed value: -false
    • changedOutput schema / (root)
      Previous value: -nullNew value: +{
+  "$schema": "http://json-schema.org/draft-07/schema#",
+  "additionalProperties": false,
+  "properties": {
+    "matches": {
+      "items": {
+        "additionalProperties": false,
+        "properties": {
+          "applicationStatus": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "description": "Our own record of an application for this match, if any. Not employer confirmation."
+          },
+          "applyUrl": {
+            "type": "string"
+          },
+          "benefits": {
+            "anyOf": [
+              {
+                "items": {
+                  "type": "string"
+                },
+                "type": "array"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "company": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "description": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "description": "The full posting text, only when read by job_match_ids. Untrusted employer text."
+          },
+          "descriptionExcerpt": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "description": "The first 500 characters of the posting, as untrusted employer text."
+          },
+          "extractedSkills": {
+            "anyOf": [
+              {
+                "items": {
+                  "type": "string"
+                },
+                "type": "array"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "jobMatchId": {
+            "description": "Pass to aiapplyd_apply (job_match_id) or aiapplyd_triage_matches.",
+            "type": "number"
+          },
+          "location": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "matchScore": {
+            "anyOf": [
+              {
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "postedAt": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "salary": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "saved": {
+            "type": "boolean"
+          },
+          "title": {
+            "type": "string"
+          },
+          "workArrangement": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          }
+        },
+        "required": [
+          "jobMatchId",
+          "title",
+          "company",
+          "location",
+          "matchScore",
+          "postedAt",
+          "salary",
+          "applyUrl",
+          "saved",
+          "applicationStatus",
+          "descriptionExcerpt",
+          "description",
+          "extractedSkills",
+          "benefits",
+          "workArrangement"
+        ],
+        "type": "object"
+      },
+      "type": "array"
+    },
+    "mode": {
+      "enum": [
+        "list",
+        "by_id",
+        "by_url"
+      ],
+      "type": "string"
+    },
+    "newestJobMatchId": {
+      "anyOf": [
+        {
+          "type": "number"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "description": "The highest job_match_id on this page. Store it and pass it back as after_job_match_id to see only newer matches."
+    },
+    "notFoundIds": {
+      "description": "Requested job_match_ids that do not exist on this account.",
+      "items": {
+        "type": "number"
+      },
+      "type": "array"
+    },
+    "page": {
+      "type": "number"
+    },
+    "posting": {
+      "anyOf": [
+        {
+          "additionalProperties": false,
+          "properties": {
+            "company": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "description": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "location": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "salary": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "title": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "url": {
+              "type": "string"
+            }
+          },
+          "required": [
+            "url",
+            "title",
+            "company",
+            "location",
+            "salary",
+            "description"
+          ],
+          "type": "object"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "description": "A posting read from job_url. Nothing was saved."
+    },
+    "totalMatches": {
+      "anyOf": [
+        {
+          "type": "number"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "totalPages": {
+      "type": "number"
+    }
+  },
+  "required": [
+    "mode",
+    "matches",
+    "page",
+    "totalPages",
+    "totalMatches",
+    "newestJobMatchId",
+    "notFoundIds",
+    "posting"
+  ],
+  "type": "object"
+}
  2. First observedv1.3.0

TDQS

A4.7/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true, idempotentHint=true, and destructiveHint=false, which covers safety. The description adds the explicit read-only guarantee ('it never changes which roles AI Applyd hunts for') and deprecation status, which goes beyond the annotations by explaining the operational impact of the alias.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is two sentences long, with the deprecation warning and redirection front-loaded, and no filler. Every clause adds relevant information about the alias, behavior, and read-only safety.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the output schema exists, annotations cover safety and idempotency, and the description covers alias behavior and parameter mapping, nothing essential is missing. The agent has full information to decide whether to call this tool or its replacement.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so parameters are fully documented. The description adds value by mapping each filter to the original tool's parameters (query, location, remote_only), clarifying the alias relationship for the agent, which is especially helpful given the deprecated status.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states it returns matched jobs filtered by title, location, and remote, and immediately identifies itself as a deprecated alias of aiapplyd_get_matches, distinguishing it from siblings. The verb 'returns' combined with the filter criteria makes the purpose specific and unambiguous.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explicitly instructs the agent to use aiapplyd_get_matches instead ('use aiapplyd_get_matches'), and clarifies the exact parameter mapping (query, location, remote_only), providing both a when-not-to-use directive and a direct alternative.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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