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Welcome to FastMCP

gofastmcp.comInfrastructure

PulseGate's liveness check found it on 7 Oct 2026; it is registered on GitHub and has been in the index since 27 Jun 2026. How this is checked

FastMCP is a Python-based framework designed for building applications, servers, and clients that implement the Model Context Protocol (MCP). MCP is a protocol that connects large language models (LLMs) to tools and data, enabling agents to interact with and utilize external resources. FastMCP aims to streamline the development process for MCP-compliant applications, allowing developers to move from prototype to production efficiently.

Inferred · not functionally tested

Open SourceApache-2.0WebCLIAPISelf-hosted
Welcome to FastMCP preview
Visit gofastmcp.com
25.8kstars
2.1kforks
8features
2024since

Overview

6 features

Purpose: Enabling developers to quickly build and deploy MCP-compliant servers, clients, and applications with Python.

Inferred · not functionally tested

Audience: Python developers building AI tool integrations

Inferred · not functionally tested

Functions: agents, code_generation

Inferred · not functionally tested

Interfaces: API: indicated (inferred, not tested) · MCP: indicated (inferred, not tested) · CLI: indicated (inferred, not tested) · Self-hosting: indicated (inferred, not tested)

Recorded constraints: pricing: open_source · license: Apache-2.0 · platforms: API, CLI, WEB · deployment: browser, cli, api_only, self_hosted

Constraint provenance is unknown; confirm requirements with the publisher.

Record sources: gofastmcp.com · github.com · github.com. These links do not verify the individual claims.

In the Frameworks & runtimes space, Welcome to FastMCP takes a focused approach. Inferred · not functionally tested: Enabling developers to quickly build and deploy MCP-compliant servers, clients, and applications with Python. Inferred · not functionally tested: It is built as an open-source project for python developers building AI tool integrations. Basis unknown · not verified: Welcome to FastMCP is open source under the Apache-2.0 license. Basis unknown · not verified: Welcome to FastMCP is available on the web, the command line, and API, and it can be self-hosted.

PrefectHQ builds and maintains Welcome to FastMCP, and it first shipped in 2024. The project is developed in the open on GitHub with 25.8k stars and 268 commits in the last 90 days. Inferred · not functionally tested: Among its 6 catalogued features are MCP server framework, Client SDK, and interactive tools. Inferred · not functionally tested: Catalogued interfaces include an MCP server and a public API.

Summary written by a language model from the project’s public pages.

Tasks: Inferred · not functionally tested

  • MCP server framework
  • Client SDK
  • Interactive tools
  • Generative UI
  • Custom HTML support
  • Authentication

Topics: Inferred · not functionally tested

Tags
mcp-frameworkpython-sdkllm-integrationtool-server
AI capabilities
Weights: Open

JSON profile · Text profile · Access guide

Built with & integrations

Framework
Next.jsFastAPI
Hosting
VercelCloudflare
AI providers
anthropicopenai
Connectors
MCPAPIgithub
Runs on
BrowserCLIAPI-onlySelf-hosted
Detected from
Next.js
/_next/static/ in the HTML · __next_f in the HTML
Vercel
x-vercel-id header · x-vercel-cache header
Cloudflare
cf-ray header · cf-cache-status header

Trust & compliance

License
Apache-2.0
Public signals
HTTPSOpen SourceFree tierGitHub · ★ 25.8kActive maintenance

Indexing history

What PulseGate has recorded for this listing

Nothing recorded for this listing in this window.

Frequently asked questions about Welcome to FastMCP

What does Welcome to FastMCP do?
Inferred · not functionally tested: Enabling developers to quickly build and deploy MCP-compliant servers, clients, and applications with Python. It is catalogued under Frameworks & runtimes on PulseGate.
Who is Welcome to FastMCP for?
Inferred · not functionally tested: Welcome to FastMCP is an open-source project built for python developers building AI tool integrations.
Does Welcome to FastMCP have a free plan?
Basis unknown · not verified: Yes — Welcome to FastMCP is open source under the Apache-2.0 license and free to use.
What platforms does Welcome to FastMCP run on?
Basis unknown · not verified: Welcome to FastMCP runs on the web, the command line, and API. It can also be self-hosted.
Is Welcome to FastMCP still active?
PulseGate's liveness check found it on 7 Oct 2026. Its GitHub repository shows 268 commits in the last 90 days.
What are alternatives to Welcome to FastMCP?
Similar projects tracked by PulseGate include pyfastmail-mcp, homeassistant-mcp, and GraphQL MCP.pyfastmail-mcphomeassistant-mcpGraphQL MCP
Who makes Welcome to FastMCP?
Welcome to FastMCP is developed by PrefectHQ.
When did Welcome to FastMCP launch?
Welcome to FastMCP first shipped in 2024.

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