Find your files with natural language and ask questions.
Find your files with natural language and ask questions.
([If you can't see the diagram below, view it on Mermaid.live](https://mermaid.live/edit#pako:eNqFU9tu2kAQ_ZXRSnkDamwDiRUhEYcQEmgT6EVqycPanpgV9q61XieQKP_evUBuqtQX5J1z5sycmeGZpCJDEpFc0moNs8WKrzjA0RFMeY61YoLDDauwYBwNUDeJY77CJgow-nOaDL9Lmm6A8gxiUZZMwQUrsD79kgxPEzlcNlUlpKrhRop7A9xBuz2EM5Pp1D7yR40SJVUshW_xApZKUoX5ziDTkuYIY66Y2sF4q5HUdHLnWjmzsrGRXWJJuVGI1w3fMJ4ftB-ZWusmucKtgkukGcraxGfaZg0VSjgrRLqJoOt5Jv5LyMzFrVIEvufty8W23LkpNy4TzBzj1cVcj7eIwBRqo8Ez3UY7aBdU5mgIPzFVQsKSPWEEgTfw97rnVndsbWgCftKdiZQWcJtJbRAyqmhCa7SpyLPXJd42KHf_XqCFXKkLU2RUb0zM7tQUcduZvPl6D_7X2d7ExIpcGpEFKsnwAeErUmmW_dHPMjUe54xH4HW6JuJwmNOtmctecOwE3ePSPqZOXQ
The server publishes 14 tools. What each one is for:
OpenAI — Requires an OpenAI API keyOpenRouter — Requires an OpenRouter API key. Access to 400+ modelsOllama — Requires Ollama running locallyText — - Plaintext: .txt, .md, .markdownDocuments — - ASCII documents: .html, .htm (images not supported)Images — .jpg, .jpeg, .png, .gif, .webp, .bmpTrade — off between cost, speed, and accuracy.**Line — based files (e.g., .txt) use the range of line numbers as referencePage — based files (e.g., .pdf) use the range of page numbers as referenceTask — Default ModelChunk — google/gemini-2.5-flash-liteRerank — google/gemini-2.5-flash-liteCompare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.
| Variable | Description | Required |
|---|---|---|
| OPENAI_API_KEY | Credential the server authenticates with. | Yes |
| OPENROUTER_API_KEY | Credential the server authenticates with. | Yes |
The original Chromium automation reference server — simple, screenshot-driven browser control.
Build a programmable telecommunications stack for connecting telephony services with the Internet via a cloud-based utility.
Automates browsers and APIs, enabling Large Language Models (LLMs) to interact with web pages for tasks like screenshot capture and JavaScript
Workers, KV, R2 and D1 by conversation — Cloudflare's official remote servers for building and observability.
Search built for AI, not humans — semantic web search that returns model-ready content, plus code context.
Answers, not links — delegate questions to Perplexity's search-grounded models and get cited responses back.