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Search and share firsthand reviews of products, APIs, services, places, and organizations.

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Status
Unhealthy
Uptime
2.9% over 24 days
OAuth
Works in Glama
Last Tested
Transport
Streamable HTTP
URL

TDQS

A4.2/5.0

Scored across 5 tools

Disambiguation4/5

Most tools have clearly distinct purposes: search handles general experience queries, find_mcp/inspect_mcp are MCP-server-specific, fetch opens detail pages, and feedback records private input. The only mild overlap is between search and find_mcp, but their descriptions make the intended domain difference clear.

Naming Consistency4/5

All tool names are lowercase imperative verbs, which gives the set a recognizable command-like style. The two MCP-specific tools use the consistent verb_mcp suffix, while the others are single-word verbs, so the pattern is mostly consistent with minor structural variation.

Tool Count5/5

Five tools is a well-scoped number for a Pod discovery platform covering search, fetch, MCP directory lookup, inspection, and feedback. Each tool serves a distinct user need without unnecessary bloat or redundancy.

Completeness4/5

The set covers the core read/discovery workflow: search experiences, fetch full pages, find and inspect MCP servers, and provide feedback. Obvious gaps are limited—there is no explicit way to submit an experience or publish content, but feedback partially covers contribution.

Tool Schema Changelog

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

  1. 1 tool update
    • Changedfind_mcp20 fields changed
      • addedInput schema / properties / directory
        Added value: +{
+  "description": "Require a current listing sourced directly from Claude's MCP directory. This is provenance, not a client compatibility claim.",
+  "enum": [
+    "Claude"
+  ],
+  "type": "string"
+}
      • changedOutput schema / properties / results / description
        Previous value: -"Ranked canonical MCP matches."New value: +"Ranked compact canonical MCP matches."
      • addedOutput schema / properties / results / items / properties / availability
        Added value: +{
+  "additionalProperties": false,
+  "description": "Latest measured availability. Omitted when Pod has not measured this MCP.",
+  "properties": {
+    "observedAt": {
+      "description": "ISO timestamp of the latest availability measurement.",
+      "type": "string"
+    },
+    "status": {
+      "description": "Latest availability outcome measured directly by Pod.",
+      "enum": [
+        "ok",
+        "auth_required",
+        "configuration_required",
+        "empty_tools",
+        "protocol_error",
+        "startup_error",
+        "unreachable",
+        "timeout",
+        "rate_limited"
+      ],
+      "type": "string"
+    }
+  },
+  "required": [
+    "status",
+    "observedAt"
+  ],
+  "type": "object"
+}
      • removedOutput schema / properties / results / items / properties / categories
        Removed value: -{
-  "description": "Deduplicated categories claimed by upstream directories.",
-  "items": {
-    "type": "string"
-  },
-  "type": "array"
-}
      • removedOutput schema / properties / results / items / properties / claimedTools
        Removed value: -{
-  "description": "Tool names claimed by upstream directories; these are not live probe results.",
-  "items": {
-    "type": "string"
-  },
-  "type": "array"
-}
      • addedOutput schema / properties / results / items / properties / connection
        Added value: +{
+  "additionalProperties": false,
+  "description": "Best current actionable remote, package, or extension connection claimed by an upstream directory.",
+  "properties": {
+    "authPosture": {
+      "description": "Claimed authentication posture, such as no_auth or auth_required.",
+      "type": "string"
+    },
+    "endpointUrl": {
+      "description": "Fixed remote MCP endpoint when the source publishes one.",
+      "format": "uri",
+      "type": "string"
+    },
+    "kind": {
+      "description": "How this upstream source says the MCP is deployed.",
+      "enum": [
+        "fixed_remote",
+        "dynamic_remote",
+        "source_scoped_remote",
+        "package",
+        "local_extension"
+      ],
+      "type": "string"
+    },
+    "packageIdentifier": {
+      "description": "Installable package identifier.",
+      "type": "string"
+    },
+    "packageRegistry": {
+      "description": "Package registry, such as npm or pypi.",
+      "type": "string"
+    },
+    "packageVersion": {
+      "description": "Package version claimed by the source.",
+      "type": "string"
+    },
+    "transport": {
+      "description": "Claimed MCP transport, such as streamable-http or sse.",
+      "type": "string"
+    },
+    "urlPattern": {
+      "description": "Tenant-specific endpoint pattern when no single URL exists.",
+      "type": "string"
+    }
+  },
+  "required": [
+    "kind"
+  ],
+  "type": "object"
+}
      • removedOutput schema / properties / results / items / properties / deployments
        Removed value: -{
-  "description": "Remote, package, or local deployment options claimed upstream.",
-  "items": {
-    "additionalProperties": false,
-    "properties": {
-      "authPosture": {
-        "description": "Claimed authentication posture, such as no_auth or auth_required.",
-        "type": "string"
-      },
-      "endpointUrl": {
-        "description": "Fixed remote MCP endpoint when the source publishes one.",
-        "format": "uri",
-        "type": "string"
-      },
-      "kind": {
-        "description": "How this upstream source says the MCP is deployed.",
-        "enum": [
-          "fixed_remote",
-          "dynamic_remote",
-          "source_scoped_remote",
-          "package",
-          "local_extension"
-        ],
-        "type": "string"
-      },
-      "packageIdentifier": {
-        "description": "Installable package identifier.",
-        "type": "string"
-      },
-      "packageRegistry": {
-        "description": "Package registry, such as npm or pypi.",
-        "type": "string"
-      },
-      "packageVersion": {
-        "description": "Package version claimed by the source.",
-        "type": "string"
-      },
-      "transport": {
-        "description": "Claimed MCP transport, such as streamable-http or sse.",
-        "type": "string"
-      },
-      "urlPattern": {
-        "description": "Tenant-specific endpoint pattern when no single URL exists.",
-        "type": "string"
-      }
-    },
-    "required": [
-      "kind"
-    ],
-    "type": "object"
-  },
-  "type": "array"
-}
      • changedOutput schema / properties / results / items / properties / description / description
        Previous value: -"Best current description claimed by an upstream directory."New value: +"One-sentence description from a current upstream directory."
      • addedOutput schema / properties / results / items / properties / description / maxLength
        Added value: +240
      • addedOutput schema / properties / results / items / properties / directories
        Added value: +{
+  "description": "Compact names of current upstream directories listing this MCP.",
+  "items": {
+    "type": "string"
+  },
+  "type": "array"
+}
      • addedOutput schema / properties / results / items / properties / matches
        Added value: +{
+  "description": "Up to three capabilities explaining why this MCP matched.",
+  "items": {
+    "additionalProperties": false,
+    "properties": {
+      "capability": {
+        "description": "Capability that matched the search task.",
+        "type": "string"
+      },
+      "evidence": {
+        "description": "Evidence boundary: Observed came from Pod's tools/list measurement; Claimed and Category came from an upstream directory.",
+        "enum": [
+          "Observed",
+          "Claimed",
+          "Category"
+        ],
+        "type": "string"
+      }
+    },
+    "required": [
+      "capability",
+      "evidence"
+    ],
+    "type": "object"
+  },
+  "maxItems": 3,
+  "type": "array"
+}
      • removedOutput schema / properties / results / items / properties / measurements
        Removed value: -{
-  "description": "Pod measurements kept separate from publisher claims, including exact observed tools.",
-  "items": {
-    "additionalProperties": false,
-    "properties": {
-      "authScheme": {
-        "description": "Authentication scheme advertised by a gated endpoint.",
-        "type": "string"
-      },
-      "checkedAt": {
-        "description": "ISO timestamp of the measurement.",
-        "type": "string"
-      },
-      "endpointUrl": {
-        "description": "Exact remote endpoint measured by Pod.",
-        "format": "uri",
-        "type": "string"
-      },
-      "latencyMs": {
-        "description": "End-to-end measurement latency in milliseconds.",
-        "maximum": 9007199254740991,
-        "minimum": 0,
-        "type": "integer"
-      },
-      "observedToolCount": {
-        "description": "Count returned by the complete tools/list walk.",
-        "maximum": 9007199254740991,
-        "minimum": 0,
-        "type": "integer"
-      },
-      "observedTools": {
-        "description": "Tool names returned directly by paginated tools/list.",
-        "items": {
-          "type": "string"
-        },
-        "type": "array"
-      },
-      "outcome": {
-        "description": "Measured outcome. Gated/configuration-required is not an empty or broken server.",
-        "enum": [
-          "ok",
-          "auth_required",
-          "configuration_required",
-          "empty_tools",
-          "protocol_error",
-          "startup_error",
-          "unreachable",
-          "timeout",
-          "rate_limited"
-        ],
-        "type": "string"
-      },
-      "packageIdentifier": {
-        "description": "Exact package identifier measured by Pod.",
-        "type": "string"
-      },
-      "packageRegistry": {
-        "description": "Exact package registry measured by Pod.",
-        "type": "string"
-      },
-      "packageVersion": {
-        "description": "Pinned package version measured by Pod.",
-        "type": "string"
-      },
-      "protocolVersion": {
-        "description": "MCP protocol version negotiated during initialization.",
-        "type": "string"
-      },
-      "serverName": {
-        "description": "Name returned by the server's own initialize handshake.",
-        "type": "string"
-      },
-      "serverVersion": {
-        "description": "Version returned by the server's own initialize handshake.",
-        "type": "string"
-      },
-      "targetKind": {
-        "description": "What Pod connected to or executed.",
-        "enum": [
-          "remote",
-          "package"
-        ],
-        "type": "string"
-      },
-      "transport": {
-        "description": "Transport that successfully carried this measurement.",
-        "type": "string"
-      }
-    },
-    "required": [
-      "targetKind",
-      "outcome",
-      "checkedAt",
-      "observedTools"
-    ],
-    "type": "object"
-  },
-  "type": "array"
-}
      • removedOutput schema / properties / results / items / properties / reportSummary
        Removed value: -{
-  "additionalProperties": false,
-  "description": "Counts of selected decision-useful GitHub issues. Internal engineering tickets are excluded.",
-  "properties": {
-    "decisionUseful": {
-      "description": "Current GitHub issues useful for choosing, installing, integrating, or troubleshooting this MCP.",
-      "maximum": 9007199254740991,
-      "minimum": 0,
-      "type": "integer"
-    },
-    "external": {
-      "description": "Decision-useful reports opened by external users or contributors.",
-      "maximum": 9007199254740991,
-      "minimum": 0,
-      "type": "integer"
-    },
-    "maintainer": {
-      "description": "Decision-useful user-visible bugs documented by maintainers.",
-      "maximum": 9007199254740991,
-      "minimum": 0,
-      "type": "integer"
-    }
-  },
-  "required": [
-    "decisionUseful",
-    "external",
-    "maintainer"
-  ],
-  "type": "object"
-}
      • removedOutput schema / properties / results / items / properties / sources
        Removed value: -{
-  "description": "Current upstream listings kept separate by source.",
-  "items": {
-    "additionalProperties": false,
-    "properties": {
-      "documentationUrl": {
-        "description": "Documentation URL published upstream.",
-        "format": "uri",
-        "type": "string"
-      },
-      "key": {
-        "description": "Stable Pod key for the upstream directory.",
-        "type": "string"
-      },
-      "listingName": {
-        "description": "Name used by this upstream listing.",
-        "type": "string"
-      },
-      "name": {
-        "description": "Human-readable upstream directory name.",
-        "type": "string"
-      },
-      "repositoryUrl": {
-        "description": "Explicit source repository URL published upstream.",
-        "format": "uri",
-        "type": "string"
-      },
-      "verifiedTier": {
-        "description": "Verification tier claimed by this upstream source.",
-        "type": "string"
-      }
-    },
-    "required": [
-      "key",
-      "name",
-      "listingName"
-    ],
-    "type": "object"
-  },
-  "type": "array"
-}
      • removedOutput schema / properties / results / items / properties / url
        Removed value: -{
-  "description": "Public Pod directory page when available.",
-  "format": "uri",
-  "type": "string"
-}
      • removedOutput schema / properties / results / items / properties / verificationStatus
        Removed value: -{
-  "description": "Whether Pod has verified the canonical MCP identity.",
-  "enum": [
-    "Unverified",
-    "Verified"
-  ],
-  "type": "string"
-}
      • removedOutput schema / properties / results / items / properties / website
        Removed value: -{
-  "description": "Canonical website when known.",
-  "format": "uri",
-  "type": "string"
-}
      • removedOutput schema / properties / results / items / properties / worksWith
        Removed value: -{
-  "description": "Clients claimed compatible by upstream directories.",
-  "items": {
-    "type": "string"
-  },
-  "type": "array"
-}
      • changedOutput schema / properties / results / items / required
        Previous value: -[
-  "id",
-  "name",
-  "verificationStatus",
-  "sources",
-  "categories",
-  "worksWith",
-  "claimedTools",
-  "measurements",
-  "deployments",
-  "reportSummary"
-]New value: +[
+  "id",
+  "name",
+  "matches",
+  "directories"
+]
      • addedOutput schema / properties / results / maxItems
        Added value: +10
  2. 5 tool updates
    • First observedfeedback
    • First observedfetch
    • First observedfind_mcp
    • First observedinspect_mcp
    • First observedsearch

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