MCP / Developer tools

Ragie MCP: developer workflows

Fully managed RAG-as-a-Service for developers. Connect it to Claude, Codex, Cursor or any MCP client through one FlyMy.AI MCP.

Connect RagieWhat it can do
Your own API key31 actionsDeveloper tools

$ YOUR NEXT RUN

Claude CodeCodexCursorAny agent

Use Ragie MCP in your assistant

Paste this prompt into Claude Code, Codex, Cursor or any agent. It reads the guide and helps you connect.

Read https://flymy.ai/skill.md and https://flymy.ai/mcp/ragie.md. Help me connect Ragie MCP to this assistant. Then help me run this task: Use Ragie to create document. Ask me for the required inputs first and show the result.
Open FlyMy.AIDownload brief

What Ragie MCP can do

31 actions in the FlyMy.AI catalog, the most used first. Your agent finds them through search_tools and calls the one the task needs.

ActionWhat it does
# RAGIE_CREATE_DOCUMENTUpload and process a document file in Ragie.
# RAGIE_CREATE_DOCUMENT_FROM_URLIngest a document from a publicly accessible URL.
# RAGIE_CREATE_DOCUMENT_RAWIngest a document as raw text or JSON.
# RAGIE_CREATE_INSTRUCTIONCreate a new instruction that applies natural language directives to documents as they're ingested or updated.
# RAGIE_CREATE_OAUTH_REDIRECT_URLCreate an OAuth redirect URL for initializing embedded connector OAuth flows.
# RAGIE_CREATE_PARTITION_PARTITIONS_POSTCreate a new partition for scoping documents and connections in Ragie.
# RAGIE_DELETE_DOCUMENTDelete a document from Ragie.
# RAGIE_DELETE_INSTRUCTIONDelete an instruction and all associated entities.
# RAGIE_DELETE_PARTITIONDelete a partition and all associated data irreversibly.
# RAGIE_GET_DOCUMENTRetrieve a specific document by its unique identifier.
# RAGIE_GET_DOCUMENT_CHUNKRetrieve a specific document chunk by its document and chunk ID.
# RAGIE_GET_DOCUMENT_CHUNKSRetrieve document chunks with pagination support.
Show all 31 actions
ActionWhat it does
# RAGIE_GET_DOCUMENT_CHUNK_CONTENTRetrieve document chunk content in requested format with streaming support for media.
# RAGIE_GET_DOCUMENT_CONTENTRetrieve the content of a document by its ID.
# RAGIE_GET_DOCUMENT_SUMMARYRetrieve an LLM-generated summary of a document by its ID.
# RAGIE_GET_PARTITIONRetrieve a partition by ID with usage statistics and resource limits.
# RAGIE_GET_RESPONSERetrieve a response by its unique identifier.
# RAGIE_LIST_CONNECTIONS_CONNECTIONS_GETList all connections sorted by creation date descending with pagination support.
# RAGIE_LIST_CONNECTION_SOURCE_TYPESList available connection source types like 'google_drive' and 'notion' along with their metadata.
# RAGIE_LIST_DOCUMENTSList all documents sorted by creation date (descending) with pagination support.
# RAGIE_LIST_ENTITIES_BY_DOCUMENTRetrieve all extracted entities from a specific document with pagination support.
# RAGIE_LIST_ENTITIES_BY_INSTRUCTIONRetrieve entities generated by a specific instruction.
# RAGIE_LIST_INSTRUCTIONSRetrieve all instruction records from the Ragie system.
# RAGIE_LIST_PARTITIONSRetrieve a paginated list of all partitions sorted by name in ascending order.
# RAGIE_PATCH_DOCUMENT_METADATAUpdate metadata for a specific document with partial update support.
# RAGIE_RETRIEVERetrieve relevant document chunks based on a query.
# RAGIE_SET_PARTITION_LIMITSSet usage limits on partition pages and media.
# RAGIE_UPDATE_DOCUMENT_FROM_URLUpdate an existing document by fetching content from a publicly accessible URL.
# RAGIE_UPDATE_DOCUMENT_RAWUpdate a document's content from raw text or JSON data.
# RAGIE_UPDATE_INSTRUCTIONUpdate an instruction's active status.
# RAGIE_UPDATE_PARTITIONUpdate a partition's configuration including description, context-aware settings, and metadata schema.

Ask your agent

Requests to paste as they are. Each one runs on the actions named under it.

“Use Ragie to create document. Ask me for the required inputs first and show the result.”uses RAGIE_CREATE_DOCUMENT
“Use Ragie to create document from url. Ask me for the required inputs first and show the result.”uses RAGIE_CREATE_DOCUMENT_FROM_URL
“Use Ragie to create document raw. Ask me for the required inputs first and show the result.”uses RAGIE_CREATE_DOCUMENT_RAW

Connect Ragie in a minute

One MCP for every integration. Add it once, then every MCP in the catalog is a request away.

  1. 01

    Add FlyMy.AI

    Add the FlyMy.AI MCP to your assistant with one of the commands below and sign in. No key to copy.

  2. 02

    Add your API Key

    Paste it into the Ragie connection settings once; it stays with FlyMy.AI, never in a prompt or a chat.

    • API Key - Sign in and copy your API key directly from your dashboard under API Keys (https://secure.ragie.ai/api-keys) Get API key →
  3. 03

    Ask

    Paste a request from this page. Every run shows what it cost.

Claude Code
claude mcp add --transport http flymyai https://mcp-agents.flymy.ai/mcp

Then run /mcp in Claude Code and sign in.

Codex
codex mcp add flymy --url https://mcp-agents.flymy.ai/mcp

Then run codex mcp login flymy to sign in.

claude.ai and Claude Desktop
https://mcp-agents.flymy.ai/mcp

Settings, Connectors, Add custom connector: paste this URL.

Pay per run

FlyMy.AI bills the run: the model and the tool's seconds. Calls go to your own Ragie account, under its plan and limits. No seats and no minimum.

See usage pricing →

Go to the source

Ragie in the docs →Ragie connection settings →Ragie website →Every MCP in the catalog →Usage pricing →

From the FlyMy.AI platform catalog of 2026-11-03: name, description, actions and setup as the platform lists them. Examples are requests to paste, not recorded runs.