What is mcp-server-deapi CLAUDE.md?

Repository instructions for Claude Code working on a server that exposes deAPI's AI services through MCP. deAPI is a service for tasks such as transcription, image generation, OCR, video generation, and speech synthesis.

Installing dependencies, running the HTTP server, testing its tools, and checking or formatting the source code.

They document setup, commands, testing, and server structure so developers can work on the integration consistently.

mcp-server-deapi CLAUDE.md — Instructions file by deapi-ai

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods

npx agentmods add instructions/deapi-ai/mcp-server-deapi/claude-md

Clone the repo

git clone --depth 1 https://github.com/deapi-ai/mcp-server-deapi

Per session 1,285 This file is loaded in full into every session.

When invoked 1,285 The same file — it is already loaded in full.

Security scan A 0 findings. Scan, not verified.

Origin original No closer match found in the catalogue.

Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

Model	Per session	Once invoked
Fable 5	$0.01285	$0.01285
Opus 5	$0.00642	$0.00642
Sonnet 5	$0.00257	$0.00257
Haiku 4.5	$0.00128	$0.00128

Measured 2d ago against content hash a75e73e582dc, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

mcp-server-deapi CLAUDE.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

CLAUDE.md · 113 lines

How it starts

The opening of the file, as written. The whole thing — 113 lines — stays where its author put it; the contents beside it link to each section on GitHub.

CLAUDE.md

This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.

Project Overview

This is a production-ready MCP (Model Context Protocol) server for the deAPI REST API — a DePIN AI inference service. It exposes all deAPI endpoints as MCP tools, enabling LLMs to perform audio transcription, image generation, OCR, video generation, text-to-speech, and more.

The OpenAPI 3.0 specification is available at https://docs.deapi.ai/.

Development Commands

Setup

uv pip install -e . - Install dependencies (recommended)
uv pip install -e ".[dev]" - Install with dev dependencies
pip install -e . - Alternative install via pip

Running

python -m src.server_remote - Start the HTTP MCP server (localhost:8000)
MCP_HOST=0.0.0.0 MCP_PORT=8000 python -m src.server_remote - Start for remote access

Testing

pytest - Run all tests
pytest tests/test_tools.py - Run tool tests only
pytest -k "test_name" - Run specific test

Code Quality

black src/ - Format code
ruff check src/ - Lint code

Architecture

Server

The primary server is src/server_remote.py — an HTTP/SSE-based MCP server built with FastMCP. This is the only server entry point (stdio transport is not used).

Authentication Flow

DeapiAuthProvider in src/fastmcp_auth.py handles OAuth 2.0 (Authorization Code + PKCE)
Authenticated token is stored in current_deapi_token ContextVar (src/auth.py)
Tools call get_client() from src/deapi_client.py which reads the token from the ContextVar
Token is forwarded as Bearer auth to the deAPI REST API

Core Modules

src/deapi_client.py - Async HTTP client (DeapiClient) with retry logic and auth forwarding
src/polling_manager.py - Smart adaptive polling for async job completion
src/schemas.py - Pydantic models from the OpenAPI spec
src/config.py - Configuration via environment variables (prefix: DEAPI_)
src/middleware.py - Model cache middleware that enriches tool descriptions with available models

Read the full file on GitHub · 113 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

2d ago First seen · 113 lines · 1,285 tokens per session scan A a75e73e582dc

Subscribe to this mod's changes

mcp-server-deapi CLAUDE.md is an instructions file published in the GitHub repository deapi-ai/mcp-server-deapi (1 stars, last pushed 4mo ago), licensed MIT. It adds 1,285 tokens to every session, about $0.0064 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

vscode buildNext.instructions.md

Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).

microsoft/vscode · 6,785 tokens

mcp-server-deapi CLAUDE.md