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linkedin

by io.veezee
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Server Details

LinkedIn data for AI agents: search, profiles, companies, posts. Free key, self-minted, no signup.

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Status
Unhealthy
OAuth
Works in Glama
Last Tested
Transport
Streamable HTTP
URL
Repository
veezeehq/veezee-mcp
GitHub Stars
0
Server Listing
Veezee

TDQS

A4.7/5.0

Scored across 7 tools

Disambiguation5/5

Each tool serves a unique, non-overlapping purpose: usage billing, company details, posts, profile, URL resolution, people search, and key minting. No two tools could be confused for the same task.

Naming Consistency3/5

Naming is mixed: 'get_usage' lacks the 'linkedin_' prefix, while all others use it followed by a verb-noun pattern. This inconsistency may cause minor confusion for tool selection.

Tool Count5/5

Seven tools cover the essential LinkedIn data operations without bloat. Each tool earns its place, and the count is appropriate for the server's scope.

Completeness4/5

Core workflows (fetching profiles, companies, posts, searching people) are covered. Minor gaps exist, such as no tool to fetch a specific post by URL, and company search by name requires workarounds.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 5 tool updates
    • Changedget_usage2 fields changed
      • addedOutput schema / properties / common / properties / free_tier
        Added value: +{
+  "anyOf": [
+    {
+      "additionalProperties": false,
+      "properties": {
+        "credits_per_ip_day": {
+          "maximum": 9007199254740991,
+          "minimum": -9007199254740991,
+          "type": "integer"
+        },
+        "remaining_today": {
+          "maximum": 9007199254740991,
+          "minimum": -9007199254740991,
+          "type": "integer"
+        },
+        "resets": {
+          "description": "UTC midnight when the day budget resets. ISO 8601.",
+          "type": "string"
+        },
+        "used_today": {
+          "maximum": 9007199254740991,
+          "minimum": -9007199254740991,
+          "type": "integer"
+        }
+      },
+      "required": [
+        "credits_per_ip_day",
+        "used_today",
+        "remaining_today",
+        "resets"
+      ],
+      "type": "object"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "description": "Present on trial keys: the shared per-IP day budget this key actually spends (balance_remaining stays 0 on the free tier; other callers on the same IP draw from the same pool). Null on paid plans."
+}
      • changedOutput schema / properties / common / required
        Previous value: -[
-  "plan",
-  "platforms",
-  "balance_remaining",
-  "realtime_ops_used",
-  "realtime_ops_limit",
-  "concurrent_limit",
-  "recent_receipts",
-  "claim_url",
-  "upgrade_url",
-  "manage_url"
-]New value: +[
+  "plan",
+  "platforms",
+  "balance_remaining",
+  "free_tier",
+  "realtime_ops_used",
+  "realtime_ops_limit",
+  "concurrent_limit",
+  "recent_receipts",
+  "claim_url",
+  "upgrade_url",
+  "manage_url"
+]
    • Changedlinkedin_get_company7 fields changed
      • addedInput schema / properties / freshness / default
        Added value: +"recent"
      • addedInput schema / properties / freshness / description
        Added value: +"recent (default) serves cached data from the last few hours when available; realtime forces a live fetch for +2 credits (refunded if we fall back to cached data). Trial keys are cached-only and reject realtime with TRIAL_CAP_EXCEEDED; paying upgrades this same key to unlock it."
      • addedInput schema / properties / freshness / enum
        Added value: +[
+  "recent",
+  "realtime"
+]
      • addedInput schema / properties / max_credits / description
        Added value: +"Spend ceiling for this one call. The call is rejected (nothing charged) if its quote exceeds this. Only the quote is ever reserved, never this ceiling."
      • addedInput schema / properties / max_credits / maximum
        Added value: +9007199254740991
      • addedInput schema / properties / max_credits / minimum
        Added value: +0
      • changedInput schema / properties / max_credits / type
        Previous value: -"number"New value: +"integer"
    • Changedlinkedin_get_posts8 fields changed
      • addedInput schema / properties / cursor / description
        Added value: +"Cursor from a previous page for older posts."
      • addedInput schema / properties / freshness / default
        Added value: +"recent"
      • addedInput schema / properties / freshness / description
        Added value: +"recent (default) serves cached data from the last few hours when available; realtime forces a live fetch for +2 credits (refunded if we fall back to cached data). Trial keys are cached-only and reject realtime with TRIAL_CAP_EXCEEDED; paying upgrades this same key to unlock it."
      • addedInput schema / properties / freshness / enum
        Added value: +[
+  "recent",
+  "realtime"
+]
      • addedInput schema / properties / max_credits / description
        Added value: +"Spend ceiling for this one call. The call is rejected (nothing charged) if its quote exceeds this. Only the quote is ever reserved, never this ceiling."
      • addedInput schema / properties / max_credits / maximum
        Added value: +9007199254740991
      • addedInput schema / properties / max_credits / minimum
        Added value: +0
      • changedInput schema / properties / max_credits / type
        Previous value: -"number"New value: +"integer"
    • Changedlinkedin_get_profile10 fields changed
      • addedInput schema / properties / freshness / default
        Added value: +"recent"
      • addedInput schema / properties / freshness / description
        Added value: +"recent (default) serves cached data from the last few hours when available; realtime forces a live fetch for +2 credits (refunded if we fall back to cached data). Trial keys are cached-only and reject realtime with TRIAL_CAP_EXCEEDED; paying upgrades this same key to unlock it."
      • addedInput schema / properties / freshness / enum
        Added value: +[
+  "recent",
+  "realtime"
+]
      • addedInput schema / properties / max_credits / description
        Added value: +"Spend ceiling for this one call. The call is rejected (nothing charged) if its quote exceeds this. Only the quote is ever reserved, never this ceiling."
      • addedInput schema / properties / max_credits / maximum
        Added value: +9007199254740991
      • addedInput schema / properties / max_credits / minimum
        Added value: +0
      • changedInput schema / properties / max_credits / type
        Previous value: -"number"New value: +"integer"
      • addedInput schema / properties / sections / description
        Added value: +"Extra profile sections. First 2 are included in the base price."
      • addedInput schema / properties / sections / items / enum
        Added value: +[
+  "about",
+  "experience",
+  "education",
+  "skills"
+]
      • addedInput schema / properties / sections / maxItems
        Added value: +4
    • Changedlinkedin_search_people20 fields changed
      • addedInput schema / properties / current_company / description
        Added value: +"Company name, slug, numeric id, or urn:li:fsd_company URN."
      • addedInput schema / properties / cursor / description
        Added value: +"Cursor from a previous page."
      • addedInput schema / properties / first_name / description
        Added value: +"First-name filter, exact match."
      • addedInput schema / properties / freshness / default
        Added value: +"recent"
      • addedInput schema / properties / freshness / description
        Added value: +"recent (default) serves cached data from the last few hours when available; realtime forces a live fetch for +2 credits (refunded if we fall back to cached data). Trial keys are cached-only and reject realtime with TRIAL_CAP_EXCEEDED; paying upgrades this same key to unlock it."
      • addedInput schema / properties / freshness / enum
        Added value: +[
+  "recent",
+  "realtime"
+]
      • addedInput schema / properties / keywords / description
        Added value: +"Free-text query: a name, a title, or both."
      • addedInput schema / properties / last_name / description
        Added value: +"Last-name filter, exact match."
      • addedInput schema / properties / limit / default
        Added value: +10
      • addedInput schema / properties / limit / description
        Added value: +"How many results to return."
      • addedInput schema / properties / limit / maximum
        Added value: +30
      • addedInput schema / properties / limit / minimum
        Added value: +1
      • changedInput schema / properties / limit / type
        Previous value: -"number"New value: +"integer"
      • addedInput schema / properties / max_credits / description
        Added value: +"Spend ceiling for this one call. The call is rejected (nothing charged) if its quote exceeds this. Only the quote is ever reserved, never this ceiling."
      • addedInput schema / properties / max_credits / maximum
        Added value: +9007199254740991
      • addedInput schema / properties / max_credits / minimum
        Added value: +0
      • changedInput schema / properties / max_credits / type
        Previous value: -"number"New value: +"integer"
      • addedInput schema / properties / past_company / description
        Added value: +"Same accepted forms as current_company."
      • addedInput schema / properties / school / description
        Added value: +"School or university name filter."
      • addedInput schema / properties / title / description
        Added value: +"Current job title filter."
  2. 7 tool updates
    • Changedget_usage2 fields changed
      • addedOutput schema / properties / usage / properties / free_tier_hint
        Added value: +{
+  "description": "Present on free-tier trial-key calls: what budget the call drew from and that paying upgrades this same key.",
+  "type": "string"
+}
      • removedOutput schema / properties / usage / properties / keyless_hint
        Removed value: -{
-  "description": "Present on keyless calls: what budget the call drew from and how to get a key with its own balance.",
-  "type": "string"
-}
    • Changedlinkedin_get_company2 fields changed
      • addedOutput schema / properties / usage / properties / free_tier_hint
        Added value: +{
+  "description": "Present on free-tier trial-key calls: what budget the call drew from and that paying upgrades this same key.",
+  "type": "string"
+}
      • removedOutput schema / properties / usage / properties / keyless_hint
        Removed value: -{
-  "description": "Present on keyless calls: what budget the call drew from and how to get a key with its own balance.",
-  "type": "string"
-}
    • Changedlinkedin_get_posts2 fields changed
      • addedOutput schema / properties / usage / properties / free_tier_hint
        Added value: +{
+  "description": "Present on free-tier trial-key calls: what budget the call drew from and that paying upgrades this same key.",
+  "type": "string"
+}
      • removedOutput schema / properties / usage / properties / keyless_hint
        Removed value: -{
-  "description": "Present on keyless calls: what budget the call drew from and how to get a key with its own balance.",
-  "type": "string"
-}
    • Changedlinkedin_get_profile2 fields changed
      • addedOutput schema / properties / usage / properties / free_tier_hint
        Added value: +{
+  "description": "Present on free-tier trial-key calls: what budget the call drew from and that paying upgrades this same key.",
+  "type": "string"
+}
      • removedOutput schema / properties / usage / properties / keyless_hint
        Removed value: -{
-  "description": "Present on keyless calls: what budget the call drew from and how to get a key with its own balance.",
-  "type": "string"
-}
    • Changedlinkedin_resolve_url2 fields changed
      • addedOutput schema / properties / usage / properties / free_tier_hint
        Added value: +{
+  "description": "Present on free-tier trial-key calls: what budget the call drew from and that paying upgrades this same key.",
+  "type": "string"
+}
      • removedOutput schema / properties / usage / properties / keyless_hint
        Removed value: -{
-  "description": "Present on keyless calls: what budget the call drew from and how to get a key with its own balance.",
-  "type": "string"
-}
    • Changedlinkedin_search_people2 fields changed
      • addedOutput schema / properties / usage / properties / free_tier_hint
        Added value: +{
+  "description": "Present on free-tier trial-key calls: what budget the call drew from and that paying upgrades this same key.",
+  "type": "string"
+}
      • removedOutput schema / properties / usage / properties / keyless_hint
        Removed value: -{
-  "description": "Present on keyless calls: what budget the call drew from and how to get a key with its own balance.",
-  "type": "string"
-}
    • Addedmint_key
  3. 1 tool update
    • Changedlinkedin_resolve_url4 fields changed
      • changedOutput schema / properties / common / properties / handle / description
        Previous value: -"Slug (after /in/ or /company/) when present in the URL."New value: +"Human-readable slug or handle when present in the URL."
      • changedOutput schema / properties / common / properties / id / description
        Previous value: -"Stable URN when resolvable."New value: +"Stable platform id (URN, t3_/t1_ id, or numeric id) when resolvable."
      • addedOutput schema / properties / common / properties / type / description
        Added value: +"What the URL points at, in the platform's own vocabulary."
      • changedOutput schema / properties / common / properties / type / enum
        Previous value: -[
-  "person",
-  "company",
-  "post"
-]New value: +[
+  "person",
+  "company",
+  "post",
+  "subreddit",
+  "user",
+  "comment",
+  "profile",
+  "tweet"
+]
  4. 11 tool updates
    • Removedget_company
    • Removedget_posts
    • Removedget_profile
    • Changedget_usage4 fields changed
      • changedOutput schema / properties / freshness / anyOf
        Previous value: -[
-  {
-    "additionalProperties": false,
-    "properties": {
-      "cache_age_seconds": {
-        "anyOf": [
-          {
-            "maximum": 9007199254740991,
-            "minimum": -9007199254740991,
-            "type": "integer"
-          },
-          {
-            "type": "null"
-          }
-        ]
-      },
-      "freshness_requested": {
-        "enum": [
-          "recent",
-          "realtime"
-        ],
-        "type": "string"
-      },
-      "freshness_served": {
-        "enum": [
-          "recent",
-          "realtime",
-          "stale"
-        ],
-        "type": "string"
-      },
-      "served_at": {
-        "type": "string"
-      },
-      "source_retrieved_at": {
-        "anyOf": [
-          {
-            "type": "string"
-          },
-          {
-            "type": "null"
-          }
-        ],
-        "description": "When the data was fetched from the source. ISO 8601."
-      }
-    },
-    "required": [
-      "source_retrieved_at",
-      "served_at",
-      "cache_age_seconds",
-      "freshness_requested",
-      "freshness_served"
-    ],
-    "type": "object"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "additionalProperties": false,
+    "properties": {
+      "cache_age_seconds": {
+        "anyOf": [
+          {
+            "maximum": 9007199254740991,
+            "minimum": -9007199254740991,
+            "type": "integer"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      },
+      "freshness_requested": {
+        "enum": [
+          "recent",
+          "realtime"
+        ],
+        "type": "string"
+      },
+      "freshness_served": {
+        "enum": [
+          "recent",
+          "realtime",
+          "stale"
+        ],
+        "type": "string"
+      },
+      "served_at": {
+        "type": "string"
+      },
+      "served_from_cache": {
+        "description": "True when these bytes were served from cache rather than fetched for this call. source_retrieved_at says how old they are.",
+        "type": "boolean"
+      },
+      "source_retrieved_at": {
+        "anyOf": [
+          {
+            "type": "string"
+          },
+          {
+            "type": "null"
+          }
+        ],
+        "description": "When the data was fetched from the source. ISO 8601."
+      }
+    },
+    "required": [
+      "source_retrieved_at",
+      "served_at",
+      "cache_age_seconds",
+      "served_from_cache",
+      "freshness_requested",
+      "freshness_served"
+    ],
+    "type": "object"
+  },
+  {
+    "type": "null"
+  }
+]
      • addedOutput schema / properties / platform / anyOf
        Added value: +[
+  {
+    "enum": [
+      "linkedin",
+      "reddit",
+      "x"
+    ],
+    "type": "string"
+  },
+  {
+    "type": "null"
+  }
+]
      • removedOutput schema / properties / platform / const
        Removed value: -"linkedin"
      • removedOutput schema / properties / platform / type
        Removed value: -"string"
    • Addedlinkedin_get_company
    • Addedlinkedin_get_posts
    • Addedlinkedin_get_profile
    • Addedlinkedin_resolve_url
    • Addedlinkedin_search_people
    • Removedresolve_url
    • Removedsearch_people
  5. 6 tool updates
    • First observedget_company
    • First observedget_posts
    • First observedget_profile
    • First observedget_usage
    • First observedresolve_url
    • First observedsearch_people

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