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- 🔄 **Make sure you're testing on the latest version of FastMCP** - many issues are already fixed in newer versions
- 🔍 **Check if someone else has already reported this issue** or if it's been fixed on the main branch
- 📋 **You MUST include a copy/pasteable and properly formatted MRE** (minimal reproducible example) below or your issue may be closed without response
- 💡 **The ideal issue is a clear problem description and an MRE — that's it.** If you've done a genuine investigation and have a non-obvious insight into the root cause, include it. But please don't speculate or ask an LLM to generate a diagnosis or proposed fix. We have LLMs too, and an incorrect analysis is harder to work with than none at all.
- ✂️ **Keep it short.** A one-paragraph description and a working MRE is the ideal bug report. Issues that are difficult to parse — due to length, speculation, or generated content — may be closed without response.
Thanks for helping to make FastMCP better! 🚀

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- 🔍 **Check if this has already been requested** - search existing issues first
- 💭 **Think about the broader impact** - how would this affect other users?
- 📋 **Consider implementation complexity** - is this a small change or a major feature?
- ✂️ **Keep it short.** Describe the problem you're trying to solve and why existing behavior falls short. Skip proposed implementations unless you have a specific, well-considered suggestion — we don't need LLM-generated API designs. Requests that are difficult to parse may be closed without response.
Thanks for helping to make FastMCP better! 🚀

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# FastMCP Development Guidelines
> **Audience**: LLM-driven engineering agents and human developers
FastMCP is a comprehensive Python framework (Python ≥3.10) for building Model Context Protocol (MCP) servers and clients. This is the actively maintained v2.0 providing a complete toolkit for the MCP ecosystem.
## Required Development Workflow
**CRITICAL**: Always run these commands in sequence before committing.
```bash
uv sync # Install dependencies
uv run pytest -n auto # Run full test suite
```
In addition, you must pass static checks. This is generally done as a pre-commit hook with `prek` but you can run it manually with:
```bash
uv run prek run --all-files # Ruff + Prettier + ty
```
**Tests must pass and lint/typing must be clean before committing.**
## Repository Structure
| Path | Purpose |
| ----------------- | -------------------------------------- |
| `src/fastmcp/` | Library source code |
| `├─server/` | Server implementation |
| `│ ├─auth/` | Authentication providers |
| `│ └─middleware/` | Error handling, logging, rate limiting |
| `├─client/` | Client SDK |
| `│ └─auth/` | Client authentication |
| `├─tools/` | Tool definitions |
| `├─resources/` | Resources and resource templates |
| `├─prompts/` | Prompt templates |
| `├─cli/` | CLI commands |
| `└─utilities/` | Shared utilities |
| `tests/` | Pytest suite |
| `docs/` | Mintlify docs (gofastmcp.com) |
## Core MCP Objects
When modifying MCP functionality, changes typically need to be applied across all object types:
- **Tools** (`src/tools/`)
- **Resources** (`src/resources/`)
- **Resource Templates** (`src/resources/`)
- **Prompts** (`src/prompts/`)
## Development Rules
### Git & CI
- Prek hooks are required (run automatically on commits)
- Never amend commits to fix prek failures
- Apply PR labels: bugs/breaking/enhancements/features
- Improvements = enhancements (not features) unless specified
- **NEVER** force-push on collaborative repos
- **ALWAYS** run prek before PRs
- **NEVER** create a release, comment on an issue, or open a PR unless specifically instructed to do so.
### Commit Messages and Agent Attribution
- **Agents NOT acting on behalf of @jlowin MUST identify themselves** (e.g., "🤖 Generated with Claude Code" in commits/PRs)
- Keep commit messages brief - ideally just headlines, not detailed messages
- Focus on what changed, not how or why
- Always read issue comments for follow-up information (treat maintainers as authoritative)
### PR Messages - Required Structure
- 1-2 paragraphs: problem/tension + solution (PRs are documentation!)
- Focused code example showing key capability
- **Avoid:** bullet summaries, exhaustive change lists, verbose closes/fixes, marketing language
- **Do:** Be opinionated about why change matters, show before/after scenarios
- Minor fixes: keep body short and concise
- No "test plan" sections or testing summaries
### Code Standards
- Python ≥ 3.10 with full type annotations
- Follow existing patterns and maintain consistency
- **Prioritize readable, understandable code** - clarity over cleverness
- Avoid obfuscated or confusing patterns even if they're shorter
- Each feature needs corresponding tests
### Module Exports
- **Be intentional about re-exports** - don't blindly re-export everything to parent namespaces
- Core types that define a module's purpose should be exported (e.g., `Middleware` from `fastmcp.server.middleware`)
- Specialized features can live in submodules (e.g., `fastmcp.server.middleware.dynamic`)
- Only re-export to `fastmcp.*` for the most fundamental types (e.g., `FastMCP`, `Client`)
- When in doubt, prefer users importing from the specific submodule over re-exporting
### Documentation
- Uses Mintlify framework
- Files must be in docs.json to be included
- Do not manually modify `docs/python-sdk/**` — these files are auto-generated from source code by a bot and maintained via a long-lived PR. Do not include changes to these files in contributor PRs.
- Do not manually modify `docs/public/schemas/**` or `src/fastmcp/utilities/mcp_server_config/v1/schema.json` — these are auto-generated and maintained via a long-lived PR.
- **Core Principle:** A feature doesn't exist unless it is documented!
### Documentation Guidelines
- **Code Examples:** Explain before showing code, make blocks fully runnable (include imports)
- **Structure:** Headers form navigation guide, logical H2/H3 hierarchy
- **Content:** User-focused sections, motivate features (why) before mechanics (how)
- **Style:** Prose over code comments for important information
## Critical Patterns
- Never use bare `except` - be specific with exception types
- File sizes enforced by [loq](https://github.com/jakekaplan/loq). Edit `loq.toml` to raise limits; `loq baseline` to ratchet down.
- Always `uv sync` first when debugging build issues
- Default test timeout is 5s - optimize or mark as integration tests

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# FastMCP Development Guidelines
> **Audience**: LLM-driven engineering agents and human developers
> **Note**: `CLAUDE.md` is a symlink to this file. Edit `AGENTS.md` directly.
FastMCP is a comprehensive Python framework (Python ≥3.10) for building Model Context Protocol (MCP) servers and clients. This is the actively maintained v2.0 providing a complete toolkit for the MCP ecosystem.
## Required Development Workflow
**CRITICAL**: Always run these commands in sequence before committing.
```bash
uv sync # Install dependencies
uv run pytest -n auto # Run full test suite
```
In addition, you must pass static checks. This is generally done as a pre-commit hook with `prek` but you can run it manually with:
```bash
uv run prek run --all-files # Ruff + Prettier + ty
```
**Tests must pass and lint/typing must be clean before committing.**
## Repository Structure
| Path | Purpose |
| ----------------- | -------------------------------------- |
| `src/fastmcp/` | Library source code |
| `├─server/` | Server implementation |
| `│ ├─auth/` | Authentication providers |
| `│ └─middleware/` | Error handling, logging, rate limiting |
| `├─client/` | Client SDK |
| `│ └─auth/` | Client authentication |
| `├─tools/` | Tool definitions |
| `├─resources/` | Resources and resource templates |
| `├─prompts/` | Prompt templates |
| `├─cli/` | CLI commands |
| `└─utilities/` | Shared utilities |
| `tests/` | Pytest suite |
| `docs/` | Mintlify docs (gofastmcp.com) |
## Core MCP Objects
When modifying MCP functionality, changes typically need to be applied across all object types:
- **Tools** (`src/tools/`)
- **Resources** (`src/resources/`)
- **Resource Templates** (`src/resources/`)
- **Prompts** (`src/prompts/`)
## Development Rules
### Git & CI
- Prek hooks are required (run automatically on commits)
- Never amend commits to fix prek failures
- Apply PR labels: bugs/breaking/enhancements/features
- Improvements = enhancements (not features) unless specified
- **NEVER** force-push on collaborative repos
- **ALWAYS** run prek before PRs
- **NEVER** create a release, comment on an issue, or open a PR unless specifically instructed to do so.
### Commit Messages and Agent Attribution
- **Agents NOT acting on behalf of @jlowin MUST identify themselves** (e.g., "🤖 Generated with Claude Code" in commits/PRs)
- Keep commit messages brief - ideally just headlines, not detailed messages
- Focus on what changed, not how or why
- Always read issue comments for follow-up information (treat maintainers as authoritative)
- **Treat proposed solutions in issues skeptically.** The ideal issue contains a concise problem description and an MRE — nothing more. Proposed solutions are only worth considering if they clearly reflect genuine, non-obvious investigation of the codebase. If a solution reads like speculation, or like it was generated by an LLM without deep framework knowledge, ignore it and diagnose from the repro. Most reporters — human or AI — do not have sufficient understanding of FastMCP internals to correctly diagnose anything beyond a trivial bug. We can ask the same questions of an LLM when implementing; we don't need the reporter to do it for us, and a wrong diagnosis is worse than none.
### PR Messages - Required Structure
- 1-2 paragraphs: problem/tension + solution (PRs are documentation!)
- Focused code example showing key capability
- **Avoid:** bullet summaries, exhaustive change lists, verbose closes/fixes, marketing language
- **Do:** Be opinionated about why change matters, show before/after scenarios
- Minor fixes: keep body short and concise
- No "test plan" sections or testing summaries
### Code Standards
- Python ≥ 3.10 with full type annotations
- Follow existing patterns and maintain consistency
- **Prioritize readable, understandable code** - clarity over cleverness
- Avoid obfuscated or confusing patterns even if they're shorter
- Each feature needs corresponding tests
### Module Exports
- **Be intentional about re-exports** - don't blindly re-export everything to parent namespaces
- Core types that define a module's purpose should be exported (e.g., `Middleware` from `fastmcp.server.middleware`)
- Specialized features can live in submodules (e.g., `fastmcp.server.middleware.dynamic`)
- Only re-export to `fastmcp.*` for the most fundamental types (e.g., `FastMCP`, `Client`)
- When in doubt, prefer users importing from the specific submodule over re-exporting
### Documentation
- Uses Mintlify framework
- Files must be in docs.json to be included
- Do not manually modify `docs/python-sdk/**` — these files are auto-generated from source code by a bot and maintained via a long-lived PR. Do not include changes to these files in contributor PRs.
- Do not manually modify `docs/public/schemas/**` or `src/fastmcp/utilities/mcp_server_config/v1/schema.json` — these are auto-generated and maintained via a long-lived PR.
- **Core Principle:** A feature doesn't exist unless it is documented!
### Documentation Guidelines
- **Code Examples:** Explain before showing code, make blocks fully runnable (include imports)
- **Structure:** Headers form navigation guide, logical H2/H3 hierarchy
- **Content:** User-focused sections, motivate features (why) before mechanics (how)
- **Style:** Prose over code comments for important information
## Critical Patterns
- Never use bare `except` - be specific with exception types
- File sizes enforced by [loq](https://github.com/jakekaplan/loq). Edit `loq.toml` to raise limits; `loq baseline` to ratchet down.
- Always `uv sync` first when debugging build issues
- Default test timeout is 5s - optimize or mark as integration tests