Memlord

Server Details

Self-hosted MCP memory server for personal use and teams

If you are the author of this connector, you can claim ownership with GitHub, an HTTP challenge, or a DNS record. Claimed connector authors can inspect health checks, view analytics, and manage their listing.

Status: Unhealthy
OAuth: Works in Glama
Last Tested: 2026-09-07 21:33
Transport: Streamable HTTP
URL

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections. Dates show when Glama detected each change.

9 tool updatesApr 8, 2026

Changedget_memory3 fields changed

removedOutput schema / properties / created_at / format
```
Removed value: -"date-time"
```

addedOutput schema / properties / memory_type / description

Added value: +"fact: established fact about user, project, or system.\npreference: user's likes, dislikes, habits.\ninstruction: persistent rule Claude must follow.\nfeedback: evaluation of Claude's output.\ndecision: a choice made with reasoning ('chose X over Y because Z')."

changedOutput schema / properties / memory_type / enum

Previous value: -[
-  "fact",
-  "preference",
-  "instruction",
-  "feedback"
-]New value: +[
+  "fact",
+  "preference",
+  "instruction",
+  "feedback",
+  "decision"
+]

Changedlist_memories8 fields changed

changedInput schema / properties / memory_type / anyOf

Previous value: -[
-  {
-    "enum": [
-      "fact",
-      "preference",
-      "instruction",
-      "feedback"
-    ],
-    "type": "string"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "description": "fact: established fact about user, project, or system.\npreference: user's likes, dislikes, habits.\ninstruction: persistent rule Claude must follow.\nfeedback: evaluation of Claude's output.\ndecision: a choice made with reasoning ('chose X over Y because Z').",
+    "enum": [
+      "fact",
+      "preference",
+      "instruction",
+      "feedback",
+      "decision"
+    ],
+    "type": "string"
+  },
+  {
+    "type": "null"
+  }
+]

addedOutput schema / properties / items / items / properties / memory_type / description

Added value: +"fact: established fact about user, project, or system.\npreference: user's likes, dislikes, habits.\ninstruction: persistent rule Claude must follow.\nfeedback: evaluation of Claude's output.\ndecision: a choice made with reasoning ('chose X over Y because Z')."

changedOutput schema / properties / items / items / properties / memory_type / enum

Previous value: -[
-  "fact",
-  "preference",
-  "instruction",
-  "feedback"
-]New value: +[
+  "fact",
+  "preference",
+  "instruction",
+  "feedback",
+  "decision"
+]

addedOutput schema / properties / page / default
```
Added value: +1
```
addedOutput schema / properties / page_size / default
```
Added value: +0
```
addedOutput schema / properties / total / default
```
Added value: +0
```
addedOutput schema / properties / total_pages / default
```
Added value: +0
```

removedOutput schema / required

Removed value: -[
-  "items",
-  "total",
-  "page",
-  "page_size",
-  "total_pages"
-]

Changedlist_workspaces1 field changed

changedOutput schema / properties / result / items / properties / role / enum

Previous value: -[
-  "owner",
-  "editor",
-  "member",
-  "viewer"
-]New value: +[
+  "owner",
+  "editor",
+  "viewer"
+]

Changedmove_memory4 fields changed

addedInput schema / properties / from_workspace

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null
+}

addedInput schema / properties / to_workspace
```
Added value: +{
+  "type": "string"
+}
```
removedInput schema / properties / workspace
```
Removed value: -{
-  "type": "string"
-}
```

changedInput schema / required

Previous value: -[
-  "id",
-  "workspace"
-]New value: +[
+  "id",
+  "to_workspace"
+]

Changedrecall_memory8 fields changed

changedInput schema / properties / memory_type / anyOf

Previous value: -[
-  {
-    "enum": [
-      "fact",
-      "preference",
-      "instruction",
-      "feedback"
-    ],
-    "type": "string"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "description": "fact: established fact about user, project, or system.\npreference: user's likes, dislikes, habits.\ninstruction: persistent rule Claude must follow.\nfeedback: evaluation of Claude's output.\ndecision: a choice made with reasoning ('chose X over Y because Z').",
+    "enum": [
+      "fact",
+      "preference",
+      "instruction",
+      "feedback",
+      "decision"
+    ],
+    "type": "string"
+  },
+  {
+    "type": "null"
+  }
+]

removedInput schema / properties / snippet_length / anyOf

Removed value: -[
-  {
-    "type": "integer"
-  },
-  {
-    "type": "null"
-  }
-]

addedInput schema / properties / snippet_length / type
```
Added value: +"integer"
```

addedOutput schema / properties / items

Added value: +{
+  "items": {
+    "properties": {
+      "content": {
+        "title": "Content",
+        "type": "string"
+      },
+      "created_at": {
+        "format": "date-time",
+        "title": "Created At",
+        "type": "string"
+      },
+      "id": {
+        "title": "Id",
+        "type": "integer"
+      },
+      "memory_type": {
+        "anyOf": [
+          {
+            "description": "fact: established fact about user, project, or system.\npreference: user's likes, dislikes, habits.\ninstruction: persistent rule Claude must follow.\nfeedback: evaluation of Claude's output.\ndecision: a choice made with reasoning ('chose X over Y because Z').",
+            "enum": [
+              "fact",
+              "preference",
+              "instruction",
+              "feedback",
+              "decision"
+            ],
+            "title": "MemoryType",
+            "type": "string"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      },
+      "tags": {
+        "items": {
+          "type": "string"
+        },
+        "title": "Tags",
+        "type": "array",
+        "uniqueItems": true
+      },
+      "workspace_id": {
+        "anyOf": [
+          {
+            "type": "integer"
+          },
+          {
+            "type": "null"
+          }
+        ],
+        "default": null,
+        "title": "Workspace Id"
+      }
+    },
+    "required": [
+      "id",
+      "content",
+      "memory_type",
+      "tags",
+      "created_at"
+    ],
+    "title": "RecallResult",
+    "type": "object"
+  },
+  "title": "Items",
+  "type": "array"
+}

removedOutput schema / properties / result

Removed value: -{
-  "items": {
-    "properties": {
-      "content": {
-        "type": "string"
-      },
-      "created_at": {
-        "format": "date-time",
-        "type": "string"
-      },
-      "id": {
-        "type": "integer"
-      },
-      "memory_type": {
-        "anyOf": [
-          {
-            "enum": [
-              "fact",
-              "preference",
-              "instruction",
-              "feedback"
-            ],
-            "type": "string"
-          },
-          {
-            "type": "null"
-          }
-        ]
-      },
-      "tags": {
-        "items": {
-          "type": "string"
-        },
-        "type": "array",
-        "uniqueItems": true
-      },
-      "workspace_id": {
-        "anyOf": [
-          {
-            "type": "integer"
-          },
-          {
-            "type": "null"
-          }
-        ],
-        "default": null
-      }
-    },
-    "required": [
-      "id",
-      "content",
-      "memory_type",
-      "tags",
-      "created_at"
-    ],
-    "type": "object"
-  },
-  "type": "array"
-}

removedOutput schema / required
```
Removed value: -[
-  "result"
-]
```
addedOutput schema / title
```
Added value: +"RecallPage"
```
removedOutput schema / x-fastmcp-wrap-result
```
Removed value: -true
```

Changedretrieve_memory6 fields changed

changedInput schema / properties / memory_type / anyOf

Previous value: -[
-  {
-    "enum": [
-      "fact",
-      "preference",
-      "instruction",
-      "feedback"
-    ],
-    "type": "string"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "description": "fact: established fact about user, project, or system.\npreference: user's likes, dislikes, habits.\ninstruction: persistent rule Claude must follow.\nfeedback: evaluation of Claude's output.\ndecision: a choice made with reasoning ('chose X over Y because Z').",
+    "enum": [
+      "fact",
+      "preference",
+      "instruction",
+      "feedback",
+      "decision"
+    ],
+    "type": "string"
+  },
+  {
+    "type": "null"
+  }
+]

removedInput schema / properties / snippet_length / anyOf

Removed value: -[
-  {
-    "type": "integer"
-  },
-  {
-    "type": "null"
-  }
-]

addedInput schema / properties / snippet_length / type
```
Added value: +"integer"
```
removedOutput schema / properties / result / items / properties / created_at / format
```
Removed value: -"date-time"
```

addedOutput schema / properties / result / items / properties / memory_type / description

Added value: +"fact: established fact about user, project, or system.\npreference: user's likes, dislikes, habits.\ninstruction: persistent rule Claude must follow.\nfeedback: evaluation of Claude's output.\ndecision: a choice made with reasoning ('chose X over Y because Z')."

changedOutput schema / properties / result / items / properties / memory_type / enum

Previous value: -[
-  "fact",
-  "preference",
-  "instruction",
-  "feedback"
-]New value: +[
+  "fact",
+  "preference",
+  "instruction",
+  "feedback",
+  "decision"
+]

Changedsearch_by_tag9 fields changed

addedOutput schema / properties / items

Added value: +{
+  "items": {
+    "properties": {
+      "content": {
+        "title": "Content",
+        "type": "string"
+      },
+      "created_at": {
+        "format": "date-time",
+        "title": "Created At",
+        "type": "string"
+      },
+      "id": {
+        "title": "Id",
+        "type": "integer"
+      },
+      "memory_type": {
+        "description": "fact: established fact about user, project, or system.\npreference: user's likes, dislikes, habits.\ninstruction: persistent rule Claude must follow.\nfeedback: evaluation of Claude's output.\ndecision: a choice made with reasoning ('chose X over Y because Z').",
+        "enum": [
+          "fact",
+          "preference",
+          "instruction",
+          "feedback",
+          "decision"
+        ],
+        "title": "MemoryType",
+        "type": "string"
+      },
+      "metadata": {
+        "additionalProperties": true,
+        "title": "Metadata",
+        "type": "object"
+      },
+      "tags": {
+        "items": {
+          "type": "string"
+        },
+        "title": "Tags",
+        "type": "array",
+        "uniqueItems": true
+      },
+      "workspace_id": {
+        "anyOf": [
+          {
+            "type": "integer"
+          },
+          {
+            "type": "null"
+          }
+        ],
+        "default": null,
+        "title": "Workspace Id"
+      }
+    },
+    "required": [
+      "id",
+      "content",
+      "memory_type",
+      "tags",
+      "created_at"
+    ],
+    "title": "MemoryListItem",
+    "type": "object"
+  },
+  "title": "Items",
+  "type": "array"
+}

addedOutput schema / properties / page

Added value: +{
+  "default": 1,
+  "title": "Page",
+  "type": "integer"
+}

addedOutput schema / properties / page_size

Added value: +{
+  "default": 0,
+  "title": "Page Size",
+  "type": "integer"
+}

removedOutput schema / properties / result

Removed value: -{
-  "items": {
-    "properties": {
-      "content": {
-        "type": "string"
-      },
-      "created_at": {
-        "format": "date-time",
-        "type": "string"
-      },
-      "id": {
-        "type": "integer"
-      },
-      "memory_type": {
-        "enum": [
-          "fact",
-          "preference",
-          "instruction",
-          "feedback"
-        ],
-        "type": "string"
-      },
-      "metadata": {
-        "additionalProperties": true,
-        "type": "object"
-      },
-      "tags": {
-        "items": {
-          "type": "string"
-        },
-        "type": "array",
-        "uniqueItems": true
-      },
-      "workspace_id": {
-        "anyOf": [
-          {
-            "type": "integer"
-          },
-          {
-            "type": "null"
-          }
-        ],
-        "default": null
-      }
-    },
-    "required": [
-      "id",
-      "content",
-      "memory_type",
-      "tags",
-      "created_at"
-    ],
-    "type": "object"
-  },
-  "type": "array"
-}

addedOutput schema / properties / total

Added value: +{
+  "default": 0,
+  "title": "Total",
+  "type": "integer"
+}

addedOutput schema / properties / total_pages

Added value: +{
+  "default": 0,
+  "title": "Total Pages",
+  "type": "integer"
+}

removedOutput schema / required
```
Removed value: -[
-  "result"
-]
```
addedOutput schema / title
```
Added value: +"MemoryPage"
```
removedOutput schema / x-fastmcp-wrap-result
```
Removed value: -true
```

Changedstore_memory2 fields changed

addedInput schema / properties / memory_type / description

Added value: +"fact: established fact about user, project, or system.\npreference: user's likes, dislikes, habits.\ninstruction: persistent rule Claude must follow.\nfeedback: evaluation of Claude's output.\ndecision: a choice made with reasoning ('chose X over Y because Z')."

changedInput schema / properties / memory_type / enum

Previous value: -[
-  "fact",
-  "preference",
-  "instruction",
-  "feedback"
-]New value: +[
+  "fact",
+  "preference",
+  "instruction",
+  "feedback",
+  "decision"
+]

Changedupdate_memory2 fields changed

addedInput schema / properties / memory_type / description

Added value: +"fact: established fact about user, project, or system.\npreference: user's likes, dislikes, habits.\ninstruction: persistent rule Claude must follow.\nfeedback: evaluation of Claude's output.\ndecision: a choice made with reasoning ('chose X over Y because Z')."

changedInput schema / properties / memory_type / enum

Previous value: -[
-  "fact",
-  "preference",
-  "instruction",
-  "feedback"
-]New value: +[
+  "fact",
+  "preference",
+  "instruction",
+  "feedback",
+  "decision"
+]

10 tool updatesApr 1, 2026
- First observeddelete_memory
- First observedget_memory
- First observedlist_memories
- First observedlist_workspaces
- First observedmove_memory
- First observedrecall_memory
- First observedretrieve_memory
- First observedsearch_by_tag
- First observedstore_memory
- First observedupdate_memory

Frequently Asked Questions

Claiming proves that you control a remote MCP connector. It does not move, proxy, or interrupt the server.

Open the connector listing, choose Claim ownership, and sign in to Glama.
Complete one verification method:
- GitHub identity — fastest for official registry listings. For a namespace such as io.github.alice/server, link the matching GitHub user, then choose Claim with GitHub. An organization namespace such as io.github.acme/server also needs that organization to have installed the Glama AI GitHub App and approved its permissions, because GitHub discloses organization membership only to apps it has installed. Use HTTP or DNS when it has not.
- HTTP challenge — works when you can deploy a public file. Generate a token, publish the exact JSON Glama shows at /.well-known/glama.json on the same origin as the connector, then choose Check HTTP challenge.
- DNS challenge — works when you control DNS but cannot change the server. Generate a token, create the exact TXT record Glama shows, wait for it to propagate, then choose Check DNS challenge.
After verification, Glama sends a confirmation email and gives you access to listing details, thumbnails, health checks, and analytics. Keep the HTTP file or DNS record in place: Glama periodically checks it and ownership remains verified while the token is discoverable.

The HTTP ownership file has this structure:

{
  "$schema": "https://glama.ai/mcp/schemas/connector.json",
  "claim": "glama_claim_..."
}

Claim tokens are opaque, stable, and bound to the signed-in Glama account. They contain no email address or other personal information. If Glama can no longer discover a verified HTTP or DNS token, it starts a seven-day grace period before removing claim-based access. Restore the same token during that period to keep ownership verified. Never publish an email address, Glama session token, GitHub token, or connector credential as ownership proof.

If verification fails, confirm that you copied the current token exactly. The HTTP file must be public, return valid JSON with a successful HTTP response, and stay on the connector's origin. DNS changes may need more time to propagate. A claim cannot transfer to a different origin or hostname: if the connector target changes, Glama starts the grace period and the new target must be claimed separately after the previous claim is released.

For a connector linked to the official MCP Registry, registry updates continue to replace its name, description, and URL by default. After claiming, open Manage connector and enable Use Glama listing details as the source of truth if edits made on Glama should be preserved. Categories and thumbnails are always managed on Glama; registry linkage and technical connection settings continue to sync.

Discussions

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TDQS

A4/5.0

Disambiguation5/5

Each tool has a clearly distinct purpose with minimal overlap. For example, retrieve_memory and recall_memory are differentiated by search type (semantic/text vs. time-based), while get_memory is explicitly for fetching full content by known ID. The descriptions explicitly warn against misuse, preventing confusion.

Naming Consistency5/5

All tools follow a consistent verb_noun pattern with snake_case (e.g., delete_memory, get_memory, list_memories). The naming is predictable and aligns with CRUD operations (store, get, update, delete) and query types (retrieve, recall, search_by_tag), making the set easy to navigate.

Tool Count5/5

With 10 tools, the server is well-scoped for memory management. It covers core operations like CRUD (store, get, update, delete), search (retrieve, recall, search_by_tag), listing (list_memories, list_workspaces), and utilities (move_memory), with each tool earning its place without bloat.

Completeness5/5

The tool set provides complete coverage for memory management, including creation (store_memory), retrieval (get_memory, retrieve_memory, recall_memory), updating (update_memory), deletion (delete_memory), organization (move_memory, list_workspaces), and tagging (search_by_tag). There are no obvious gaps, supporting full lifecycle workflows.

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Tool Schema Changelog

Frequently Asked Questions

Discussions

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