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FastMCP logo

FastMCP

AI Agents

Verified Publisher·Pending reviewVerified Adoption·Pending reviewEnterprise Ready·Pending review

Framework for building MCP servers, clients, and apps with Python-first abstractions, testing utilities, deployment workflows, and interactive UIs for production MCP integrations.

Actions
Request intro

Developers also use

Generated from similarity, co-save, category, project, and adoption signals.

mcp-use logo
mcp-use

AI Agents· mcp-use.com

Freemium

Open-source full-stack framework for building MCP servers, clients, apps, and agent workflows with hosted deployment and debugging paths for production teams.

Why recommended

Highly similar description

Keep evaluating FastMCP

Comparisons, category adoption data, and shortlist guides that answer the questions this profile raises next.

Weigh FastMCP against the alternatives

  • FastMCP alternativesEvery ai agents product developers evaluate in place of FastMCP.
  • FastMCP vs mcp-useSide-by-side pricing, API surface, and adoption evidence.
  • FastMCP vs GitHub MCP ServerSide-by-side pricing, API surface, and adoption evidence.
  • FastMCP vs ArcadeSide-by-side pricing, API surface, and adoption evidence.

Developer decision brief

Should I use FastMCP?

Framework for building MCP servers, clients, and apps with Python-first abstractions, testing utilities, deployment workflows, and interactive UIs for production MCP integrations.

Open sourceDocs linked

Best for

  • AI Agents decisions where you need a concrete shortlist.
  • Teams that prefer open-source or self-hostable options.
  • Evaluation where docs and examples matter before API integration.

Watch-outs

  • Not enough verified adoption data yet.
  • Docs linked on this profile.
  • Repository linked for inspection.
  • No developer reviews yet.

Quickstart

No canonical install command detected. Open the docs or profile quickstart below.

Use quickstart hereDocsGitHubWebsite

Compare alternatives

FastMCP vs mcp-useFastMCP vs GitHub MCP ServerFastMCP vs Arcade
Build with this

What you would get weekly

Save or follow FastMCP to track rank movement, new alternatives, starter examples, benchmark/docs changes, and project activity. Default cadence is weekly.

No live product opportunities yet

You can still use the workbench: build a stack, publish proof, and follow starter challenge programs. New credits, workshops, and launch programs appear here once companies publish them.

Enterprise fit

Buyer brief for procurement and architecture review

Source-labeled signals for cost, reliability, security, integration, and adoption proof. Missing compliance evidence is shown as a gap, not guessed.

Compare for enterpriseExport brief
Inferred

Commercial model

Open source profile signal; exact enterprise terms need buyer review.

View source
Needs verification

Reliability

No status page, uptime, or SLA evidence attached

Buyer recommendation

Shortlist only after verifying Reliability and Security/compliance.

Docs are linked for implementation review.Open-source path can reduce lock-in review.At least one buyer evidence source is linked or verified.

Vendor value loop

Vendors receive anonymous aggregate evaluation demand by default. Account details are shared only after explicit buyer contact or consent.

Request vendor contact

Real data backfill while adoption proof grows

These are source-linked enrichment paths for missing fields. They are treated as proxies until claimed-company data and first-party tokens& adoption events replace them.

GitHub repository APIfreeStars, forks, license, topics, releases, default branch, repo freshness, and public contributor signal.OpenSSF ScorecardfreeOpen-source security posture checks for repos before enterprise review.npm downloads API

Events / Tours

FastMCP developer events

Hackathons, workshops, office hours, launches, and partner challenges tied to this product.

Claim or partner

No public events yet

Claimed teams can add hackathons, webinars, office hours, and challenges, then measure attendee to usage ROI.

Quickstart

Preparing FastMCP docs pack
Streaming

The product profile is ready. Official docs, README snippets, and the AI paste pack are loading in the background.

Build context

Developer projects using FastMCP

No public community builds yet. These starter examples are templates, not fabricated activity.

Publish your build
Starter example

Launch-week proof page for an agent tool

Template

Turn a fresh repo, demo, Show HN, or hackathon launch into a public proof page with stack notes, launch context, and real build evidence.

Built with

LangChain logoLangChainCrewAI logoCrewAILangSmith logoLangSmithOpenAI API logoOpenAI API
Import repo
Attach demo + launch link
Save stack
Publish proof
ComparePublish template
Starter example

Agent workflow for repeatable tasks

Template

Route a task through planning, tool calls, validation, and human review without losing observability.

Built with

LangChain logoLangChain

Public credibility status

Claimable

This profile now separates verified proof from self-reported claims, so founders can improve status without buying rank.

Profile strength

44/100

Claimable profile · 5 gaps

Verified Publisher

Verify ownership through DNS or well-known file.

Verified Adoption

Connect SDK/API events to prove adoption.

Team Verified

Add founder/team proof.

GitHub

Repository linked

Docs

Docs linked

Security

Add SOC2/security/compliance proof.

Backers

Add verified backer proof.

Protocol/API

Agent-readable proof present

Freshness

Awaiting fresh proof.

Built by
F

FastMCP team

Founder / team from Prefect

OSS MaintainerProtocol Ready
Proof file
ProofStateEvidence

Publisher ownership

Domain or organization claim · Live

Pending reviewUnclaimed profile45% confidence

Verified adoption

SDK/API/CRM telemetry · Pending

AgentRank trust profile

Public proof buyers and agents can trust

Claim this tool to see who is evaluating it

AgentRank

17

Adoption + trust composite

Trust Score

35

observed

Category Rank

Not ranked yet

AI Agents

Protocols

SDK

Agent-readable metadata

Trust Registry

AgentRank evidence file
observed

Source breakdown

GitHub25,609

68% confidence

Protocol support

SDK

Agent-readable protocol evidence raises trust and commercial readiness.

Adoption over time
Last 8 weeksSmall cohort suppressed · trust 35

Timeline appears after verified events.

We do not draw a fake adoption chart before live usage, self-reported proof, or challenge activity exists for this product.

Suppressed

active developers

Unavailable

verified adoptions

Suppressed

retention

Your developer adoption profile is already visible.

Claim it to verify data, add integrations, and unlock adoption intelligence on developers and accounts evaluating FastMCP.

Claim your tool

Developer identities

See the builders behind saves, docs clicks, API calls, and retained usage.

Talk to sales

Account map

Resolve developer activity into companies, teams, and enterprise accounts.

Developer identities, account mapping, retention cohorts, and competitor overlap are available on Growth and Enterprise plans.

About FastMCP

Framework for building MCP servers, clients, and apps with Python-first abstractions, testing utilities, deployment workflows, and interactive UIs for production MCP integrations.

Resources
DocsDocs

Official implementation documentation.

GitHubGitHub

Public source repository.

Official updateslaunch_source

Public source used by the daily tool intake.

Workspace actions

Sign up to save, follow, compare, publish builds, or verify ownership.

Public links
Visit WebsiteDocumentationGitHubView Alternatives3 Resources
GitHub Stats

25,609

Stars

2,068

Forks

262

Issues

Quick Info
PricingOpen source
Open sourceYes
API availableNo
Add to Your Project
[![FastMCP on Adoption Intelligence](https://tokensand.com/api/badges/fastmcp)](https://tokensand.com/tools/ai-agents/fastmcp)
FastMCP badge previewPreview

Add this badge to your README.md to show your listing on Adoption Intelligence.

10,124
1,339
Open source
Why recommended

Highly similar description

GitHub MCP Server logo
GitHub MCP Server

AI Agents· docs.github.com

Open source

Official GitHub MCP server that lets AI agents read repositories, manage issues and pull requests, and automate GitHub workflows.

Why recommended

Highly similar description

30,726
4,399
Open source
Why recommended

Highly similar description

Arcade logo
Arcade

AI Agents· arcade.dev

Freemium

Tool-calling and MCP platform for production agents, with prebuilt tools and an open MCP server framework.

Why recommended

Same category

930
98
Open source
Why recommended

Same category

Playwright MCP logo
Playwright MCP

AI Agents· github.com

Open source

Official Microsoft MCP server that gives AI agents structured browser automation through Playwright.

Why recommended

Same category

34,327
2,849
Open source
Why recommended

Same category

  • FastMCP vs Playwright MCPSide-by-side pricing, API surface, and adoption evidence.

    • Check the adoption evidence

    • AI Agents developers actually keep usingFiltered to products with verified usage events, cohort breadth, and retention.
    • AgentRank category rankingsHow every category is ordered by adoption proof, trust, and protocol support.
    • Best AI Agent FrameworksShortlist guide for this category, with the tradeoffs written out.
    • Best Open Source AI ToolsShortlist guide for this category, with the tradeoffs written out.

    Own FastMCP? Generate its adoption badge embed, or claim the profile to send verified usage events.

    Needs verification

    Security/compliance

    No security, trust, or compliance source attached

    Source linked

    Integration fit

    Documentation source linked

    View source
    Needs verification

    Adoption proof

    No public adoption proof attached

    free
    Public JavaScript package download trends for SDK/tool adoption proxies.
    PyPI StatsfreePublic Python package download trends for SDK/tool adoption proxies.
    Product Hunt APIfreemiumLaunch timing, maker activity, and early-adopter demand signals when products launch publicly.
    CrewAI logo
    CrewAI
    LangSmith logoLangSmith
    Define tools
    Plan workflow
    Add evals
    Review failures
    ComparePick agent framework
    Pending review
    GitHubWebsite

    Team proof is pending until the product profile is claimed.

    OSS MaintainerProtocol Ready
    Owner checklist

    Verified domain

    +15

    Verify publisher ownership to remove the unclaimed status gap.

    SDK/API telemetry connected

    +20

    Connect SDK to unlock Verified Adoption.

    Verified adoption badge

    +10

    Send enough verified adoption events to pass the cohort threshold.

    Funding, backer, or security proof

    +8

    Add funding, backer, or security evidence to qualify for higher trust badges.

    Improve profile
    Pending review
    Insufficient cohort50% confidence

    Category rank

    AgentRank methodology · Pending

    		Pending reviewRank pending40% confidence

    Team proof

    Domain, social, and team evidence · Live

    		Pending reviewTeam signal exists45% confidence

    Security and enterprise readiness

    Docs, compliance, protocol, and readiness signals · Pending

    		Pending reviewSecurity proof pending38% confidence
    Share and embed

    Public profile card

    Share the product's rank, trust state, and top badges.

    Open

    Verified Adoption badge

    README and website badge backed by telemetry.

    Open
    [![Verified Adoption](/api/badges/fastmcp?variant=verified)](https://tokensand.com/tools/ai-agents/fastmcp)

    Top 10 badge

    Unlocks automatically when the profile enters Top 10.

    Open
    [![Top 10](/api/badges/fastmcp?variant=top10)](https://tokensand.com/tools/ai-agents/fastmcp)

    Team launch card

    Founder/team credibility card for launch posts and investor updates.

    Open

    Weekly momentum card

    Share rank movement and verified adoption growth.

    EnterpriseOpen
    Launch copy

    FastMCP is live as a public adoption profile: https://tokensand.com/tools/ai-agents/fastmcp. Verified proof beats vanity metrics.

    Embed path: /api/badges/fastmcp?variant=verified · Profile: /tools/ai-agents/fastmcp

    Tracked Developers

    0

    Known active developer activity

    Profile Status

    Unclaimed

    Owner action needed

    Benchmark proof

    Benchmark proof pending

    Attach latency, cost, accuracy, reliability, or eval evidence to unlock the performance component.

    Trust gaps

    Verify publisher ownership
    Send SDK/API telemetry
    Attach benchmark evidence

    Enterprise verification can enrich evidence and export proof packages, but cannot buy rank.

    Claim this tool to see who is evaluating it
    Next best action

    Claim FastMCP before competitors use this profile as proof.

    Connect usage events, resolve developer identities, and see which accounts are evaluating FastMCP.

    Claim this tool to see who is evaluating it
    Talk to sales

    Retention cohorts

    Track first API call through 7/30/90-day retention and expansion.

    Talk to sales

    Competitor overlap

    Find developers evaluating alternatives and switching between tools.

    Talk to sales

    Category benchmark

    Compare activation, retention, and growth against your market.

    Talk to sales

    Recommended actions

    Prioritized DevRel, product, and sales plays based on live adoption signals.

    Talk to sales
    Ship with FastMCP in 60 seconds
    Hackathon-readyPython

    Auto-detected from official docs

    npm
    npm install @prefecthq/fastmcp-ts
    Docs:Official DocsGitHubWebsite