# Honeyhive MCP - Tools, Setup and Examples | FlyMy.AI > Honeyhive MCP for Claude, Cursor and Codex. AI workflows, with 24 actions. Your API key. See setup, examples and pricing. Page: https://flymy.ai/mcp/honeyhive/ MCP / AI and media # Honeyhive MCP: AI workflows HoneyHive is a modern AI observability and evaluation platform that enables developers and domain experts to collaboratively build reliable AI applications... Connect it to Claude, Codex, Cursor or any MCP client through one FlyMy.AI MCP. [Connect Honeyhive](https://flymy.ai/mcp/honeyhive/#connect) [What it can do](https://flymy.ai/mcp/honeyhive/#actions) Your own API key, 24 actions, AI and media $ YOUR NEXT RUN Claude Code, Codex, Cursor, Any agent ## Use Honeyhive 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/honeyhive.md. Help me connect Honeyhive MCP to this assistant. Then help me run this task: Use Honeyhive to add datapoints to dataset. Ask me for the required inputs first and show the result. ``` [Open FlyMy.AI](https://app.flymy.ai/new-agent) [Download brief](https://flymy.ai/mcp/honeyhive.md) ## What Honeyhive MCP can do 24 actions in the FlyMy.AI catalog, the most used first. Your agent finds them through search_tools and calls the one the task needs. | Action | What it does | |---|---| | [#](https://flymy.ai/mcp/honeyhive/#method-HONEYHIVE_ADD_DATAPOINTS_TO_DATASET) `HONEYHIVE_ADD_DATAPOINTS_TO_DATASET` | Add datapoints to a dataset. | | [#](https://flymy.ai/mcp/honeyhive/#method-HONEYHIVE_CREATE_BATCH_MODEL_EVENTS) `HONEYHIVE_CREATE_BATCH_MODEL_EVENTS` | Create multiple model events in a single request. | | [#](https://flymy.ai/mcp/honeyhive/#method-HONEYHIVE_CREATE_BATCH_TOOL_EVENTS) `HONEYHIVE_CREATE_BATCH_TOOL_EVENTS` | Log a batch of external API calls as tool events. | | [#](https://flymy.ai/mcp/honeyhive/#method-HONEYHIVE_CREATE_DATASET) `HONEYHIVE_CREATE_DATASET` | Create a dataset. | | [#](https://flymy.ai/mcp/honeyhive/#method-HONEYHIVE_CREATE_TOOL) `HONEYHIVE_CREATE_TOOL` | Create a new tool. | | [#](https://flymy.ai/mcp/honeyhive/#method-HONEYHIVE_DELETE_DATAPOINT) `HONEYHIVE_DELETE_DATAPOINT` | Delete a specific datapoint by its ID. | | [#](https://flymy.ai/mcp/honeyhive/#method-HONEYHIVE_DELETE_DATASET) `HONEYHIVE_DELETE_DATASET` | Delete a dataset by ID. | | [#](https://flymy.ai/mcp/honeyhive/#method-HONEYHIVE_END_EVALUATION_RUN) `HONEYHIVE_END_EVALUATION_RUN` | Mark an evaluation run as completed. | | [#](https://flymy.ai/mcp/honeyhive/#method-HONEYHIVE_GET_CONFIGURATIONS) `HONEYHIVE_GET_CONFIGURATIONS` | Retrieve a list of configurations. | | [#](https://flymy.ai/mcp/honeyhive/#method-HONEYHIVE_GET_DATASETS) `HONEYHIVE_GET_DATASETS` | Retrieve a list of datasets. | | [#](https://flymy.ai/mcp/honeyhive/#method-HONEYHIVE_GET_METRICS) `HONEYHIVE_GET_METRICS` | Retrieve all metrics. | | [#](https://flymy.ai/mcp/honeyhive/#method-HONEYHIVE_GET_PROJECTS) `HONEYHIVE_GET_PROJECTS` | Retrieve projects. | **Show all 24 actions** | Action | What it does | |---|---| | [#](https://flymy.ai/mcp/honeyhive/#method-HONEYHIVE_LIST_TOOLS) `HONEYHIVE_LIST_TOOLS` | List all available Honeyhive tools. | | [#](https://flymy.ai/mcp/honeyhive/#method-HONEYHIVE_RETRIEVE_DATAPOINT) `HONEYHIVE_RETRIEVE_DATAPOINT` | Retrieve a specific datapoint by its ID. | | [#](https://flymy.ai/mcp/honeyhive/#method-HONEYHIVE_RETRIEVE_DATAPOINTS) `HONEYHIVE_RETRIEVE_DATAPOINTS` | Retrieve a list of datapoints. | | [#](https://flymy.ai/mcp/honeyhive/#method-HONEYHIVE_RETRIEVE_EVENTS) `HONEYHIVE_RETRIEVE_EVENTS` | Retrieve events by filters. | | [#](https://flymy.ai/mcp/honeyhive/#method-HONEYHIVE_RETRIEVE_EXPERIMENT_RESULT) `HONEYHIVE_RETRIEVE_EXPERIMENT_RESULT` | Retrieve the result of a specific experiment run. | | [#](https://flymy.ai/mcp/honeyhive/#method-HONEYHIVE_START_EVALUATION_RUN) `HONEYHIVE_START_EVALUATION_RUN` | Initiate an evaluation run using external datasets. | | [#](https://flymy.ai/mcp/honeyhive/#method-HONEYHIVE_START_SESSION) `HONEYHIVE_START_SESSION` | Start a new session. | | [#](https://flymy.ai/mcp/honeyhive/#method-HONEYHIVE_UPDATE_DATAPOINT) `HONEYHIVE_UPDATE_DATAPOINT` | Update a specific datapoint. | | [#](https://flymy.ai/mcp/honeyhive/#method-HONEYHIVE_UPDATE_DATASET) `HONEYHIVE_UPDATE_DATASET` | Update an existing dataset. | | [#](https://flymy.ai/mcp/honeyhive/#method-HONEYHIVE_UPDATE_EVENT) `HONEYHIVE_UPDATE_EVENT` | Update an event. | | [#](https://flymy.ai/mcp/honeyhive/#method-HONEYHIVE_UPDATE_METRIC) `HONEYHIVE_UPDATE_METRIC` | Update an existing metric. | | [#](https://flymy.ai/mcp/honeyhive/#method-HONEYHIVE_UPDATE_PROJECT) `HONEYHIVE_UPDATE_PROJECT` | Update a project's name or description. | ## Ask your agent Requests to paste as they are. Each one runs on the actions named under it. **“Use Honeyhive to add datapoints to dataset. Ask me for the required inputs first and show the result.”** uses `HONEYHIVE_ADD_DATAPOINTS_TO_DATASET` **“Use Honeyhive to create batch model events. Ask me for the required inputs first and show the result.”** uses `HONEYHIVE_CREATE_BATCH_MODEL_EVENTS` **“Use Honeyhive to create batch tool events. Ask me for the required inputs first and show the result.”** uses `HONEYHIVE_CREATE_BATCH_TOOL_EVENTS` ## Connect Honeyhive 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 HoneyHive API Key Paste it into the Honeyhive [connection settings](https://app.flymy.ai/mcp-configs#honeyhive) once; it stays with FlyMy.AI, never in a prompt or a chat. - **HoneyHive API Key** - The API key used for authenticating requests to the HoneyHive API. [Get API key →](https://docs.honeyhive.ai/introduction/quickstart) 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 Honeyhive account, under its plan and limits. No seats and no minimum. [See usage pricing →](https://flymy.ai/pricing/) ## More AI and media MCPs Models, speech, images, video and document AI. ### ElevenLabs ElevenLabs TTS/STT 13 actions / no key Link: https://flymy.ai/mcp/elevenlabs/ ### Gemini 3.8 Flash (vision) Gemini 3.8 Flash reads an image or a video and answers 1 action / no key Link: https://flymy.ai/mcp/gemini-vlm/ ### Whisper OpenAI Whisper speech-to-text 1 action / no key Link: https://flymy.ai/mcp/whisper/ ### Abyssale Abyssale is a creative automation platform that enables users to generate images, videos, GIFs, PDFs, and HTML5 content programmatically, streamlining... 4 actions / your API key Link: https://flymy.ai/mcp/abyssale/ ### Adrapid Adrapid is a tool designed for efficient creation of digital marketing visuals, including banners, images, videos, and HTML5 content, utilizing reusable... 3 actions / your API key Link: https://flymy.ai/mcp/adrapid/ ### Affinda Affinda provides an AI-powered document processing platform that automates data extraction from various document types 39 actions / your API key Link: https://flymy.ai/mcp/affinda/ ## Go to the source [Honeyhive in the docs →](https://docs.flymy.ai/mcp/apps/honeyhive), [Honeyhive connection settings →](https://app.flymy.ai/mcp-configs#honeyhive), [Honeyhive website →](https://www.honeyhive.ai/), [Every MCP in the catalog →](https://flymy.ai/mcp/#catalog), [Usage pricing →](https://flymy.ai/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. --- For agents: the FlyMyAI operating guide (sign up, connect, run models, tools and agents) is https://flymy.ai/skill.md, and https://flymy.ai/llms.txt lists the other pages and the documentation.