Raindrop MCP - Remote - Official - 1-Click Ready

document-query

Directly ask questions about a specific document. Input should be a natural language query, e.g., what is the name of the person in the document?

document-search

Searches for documents in SmartBuckets. Input should be a natural language query, e.g., find all documents.

chunk-search

Search for content (i.e., RAG input) in all documents in your smartbuckets. Should be a natural language query, e.g., find all content related to <TOPIC>.

next-page

Get the next page of an existing search result, using the same request_id as the original search.

summarize-page

Create a summary of a specific page from search results.

delete-object

Delete an object from a SmartBucket.

get-annotation

Retrieve an annotation by locator.

put-memory

Store working memory.

put-object

Upload/store an object in a SmartBucket.

list-objects

List all objects in a SmartBucket.

put-annotation

Create or update an annotation.

get-object

Retrieve an object from a SmartBucket.

create-smartbucket

Create a new SmartBucket for storing and managing documents.

list-annotations

List annotations by application.

search-memory

Search working memories.

start-session

Start a new SmartMemory session.

get-memory

Retrieve working memories with optional filtering.

summarize-memory

Summarize working memories.

delete-memory

Delete working memory by ID.

end-session

End a SmartMemory session.

search-episodic-memory

Search across episodic memory documents to find relevant past sessions.

rehydrate-session

Restore a previous SmartMemory session from episodic storage.

put-procedure

Store a procedure (prompt, template, instruction, etc.) in procedural memory for reuse across sessions.

list-procedures

List all procedures stored in procedural memory with their metadata.

get-semantic-memory

Retrieve a specific semantic memory document by its object ID. Returns the complete document with all its stored properties and metadata.

login

When building a new raindrop application this is the first item to call. IMPORTANT: BEFORE YOU CALL THIS TOOL FIRST DO WHAT THE DESCRIPTION OF THE TOOL TELLS YOU TO DO. IMPORTANT: Follow MCP tools gui...

get_prd

Retrieve stored PRD from session

refresh-session

Refresh a previous SmartMemory session so we can resume where we left off.

get-procedure

Retrieve a specific procedure by key from procedural memory.

delete-procedure

Remove a specific procedure from procedural memory. This operation is permanent.

put-semantic-memory

Store a semantic memory document for long-term knowledge retrieval. Semantic memory is used for storing structured knowledge, facts, and information that can be searched and retrieved across different...

delete-semantic-memory

Remove a specific semantic memory document by its object ID. This operation permanently deletes the document and is irreversible.

prd_step

Call this tool once the user has approved your PRD proposal. Input format: { "session_id": "session_id", "timeline_id": "timeline_id", "user_description": "user description", "prd": "the com...

documentation_step

Call this tool to retrieve the documentation for each component in your manifest. AI is never explicitly mentioned in the manifest. However you should include it if you use any ai models i.e llms, emb...

search-procedures

Search procedures using text matching across keys and values with relevance scoring.

search-semantic-memory

Search across semantic memory documents using natural language queries. Uses vector embeddings and semantic similarity to find relevant knowledge documents regardless of exact keyword matches.

set_team

Call this tool to set the team for the development session. Input format: { "session_id": "session_id", "timeline_id": "timeline_id", "stakeholders": [{"email": "email", "role": "role"}] }

prisma_step

Use this tool to create the prisma files for each database in your manifest. Input format: { "session_id": "session_id", "timeline_id": "timeline_id", "tables": ["table1", "table2", "table3"] }

tests_step

Call this MCP tool to test the code you created

code_step

Call this tool to start writing the code for your Raindrop project Input format: { "session_id": "session_id", "timeline_id": "timeline_id", }

endpoint_test_step

call this tool to test the API you just created

reattach_to_session

IMPORTANT: BEFORE YOU CALL THIS TOOL FIRST DO WHAT THE DESCRIPTION OF THE TOOL TELLS YOU TO DO. IMPORTANT: Follow MCP tools guidance step by step IMPORTANT: Only do what the MCP tools tell you to do d...

mcp_end_step

Call this tool to test any MCP servers created by the user.

deployment_step

Call this tool to deploy and start your application Input format: { "session_id": "session_id", "timeline_id": "timeline_id", }

update_app_step

If the user is here to continue working on a raindrop app you should call this endpoint first. You can find the latest timeline ID in the .raindrop.config.local.json file. Or the user can tell you the...

configure_raindrop

Call this tool to configure the raindrop CLI.

update_prd_step

Call this tool to update the PRD for the application. Only call this tool as part of the update app workflow. Input format { "session_id": "session_id", "timeline_id": "timeline_id", "prd": "th...

update_conversation_memory

Call this tool to update the conversation memory. Include all the messages between now and the last time you called this tool. If this is the first time you are calling this tool, include all the mess...

submit_bug

Call this tool when a user wants to report a bug or issue with the Raindrop platform or development workflow. IMPORTANT: Before calling this tool, you must: 1. Ask the user to describe the bug or iss...

Raindrop

Tools

document-query

document-search

chunk-search

next-page

summarize-page

delete-object

get-annotation

put-memory

put-object

list-objects

put-annotation

get-object

create-smartbucket

list-annotations

search-memory

start-session

get-memory

summarize-memory

delete-memory

end-session

search-episodic-memory

rehydrate-session

put-procedure

list-procedures

get-semantic-memory

login

get_prd

refresh-session

get-procedure

delete-procedure

put-semantic-memory

delete-semantic-memory

prd_step

documentation_step

search-procedures

search-semantic-memory

set_team

prisma_step

tests_step

code_step

endpoint_test_step

reattach_to_session

mcp_end_step

deployment_step

update_app_step

configure_raindrop

update_prd_step

update_conversation_memory

submit_bug

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