diff --git a/Environment-Variables.md b/Environment-Variables.md
index 5a225be..bd97831 100644
--- a/Environment-Variables.md
+++ b/Environment-Variables.md
@@ -50,7 +50,7 @@ The following environment variables are available for clients in Loki:
 
 | Environment Variable                   | Description                                                                                                                                                                                                                                             |
 |----------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
-| `{client}_API_KEY`                     | For clients that require an API key, you can define the keys either through environment variables or <br>using the [vault](./Vault.md). The variables are named after the client to which they apply; <br>e.g. `OPENAI_API_KEY`, `GEMINI_API_KEY`, etc. |
+| `{client}_API_KEY`                     | For clients that require an API key, you can define the keys either through environment variables or <br>using the [vault](Vault). The variables are named after the client to which they apply; <br>e.g. `OPENAI_API_KEY`, `GEMINI_API_KEY`, etc. |
 | `LOKI_PLATFORM`                        | Combine with `{client}_API_KEY` to run Loki without a configuration file. <br>This variable is ignored if a configuration file exists.                                                                                                                  |
 | `LOKI_PATCH_{client}_CHAT_COMPLETIONS` | Patch chat completion requests to models on the corresponding client; Can modify the URL, body, <br>or headers.                                                                                                                                         | 
 | `LOKI_SHELL`                           | Specify the shell that Loki should be using when executing commands                                                                                                                                                                                     |
diff --git a/MCP-Servers.md b/MCP-Servers.md
index 65518e8..54573b2 100644
--- a/MCP-Servers.md
+++ b/MCP-Servers.md
@@ -6,7 +6,7 @@ services, those services can expose their functionality through an MCP server.
 
 Loki has first-class support for MCP servers.
 
-As mentioned in the [Loki Vault documentation](Vault.md), Loki can inject sensitive
+As mentioned in the [Loki Vault documentation](Vault), Loki can inject sensitive
 configuration data into your MCP configuration file to ensure that secrets are not hard-coded.
 
 ---
diff --git a/REPL.md b/REPL.md
index d7bd2e7..9b01c0f 100644
--- a/REPL.md
+++ b/REPL.md
@@ -145,7 +145,7 @@ Usage: .file <file|dir|url|%%|cmd>... [-- <text>...]
 
 ![ephemeral-rag](./images/rag/ephemeral-rag.gif)
 
-For more information about ephemeral RAG, refer to the [ephemeral RAG documentation](RAGd#ephemeral-rag).
+For more information about ephemeral RAG, refer to the [ephemeral RAG documentation](RAG#ephemeral-rag).
 
 ## `.vault` - Manage the Loki vault
 The Loki vault lets users store sensitive secrets and credentials securely so that there's no plaintext secrets