Project Knowledge

labring/FastGPT

Use labring/FastGPT when the user needs a mcp server project with docker, local, cloud deployment options.

TypeProject / implementation

Difficultyintermediate

LanguageTypeScript

LicenseNOASSERTION

TL;DR

Use labring/FastGPT when the user needs a mcp server project with docker, local, cloud deployment options.

Install

Run with Docker using the repository's container instructions.

Good For

connect agents to tools

expose APIs through MCP

bootstrap MCP integrations

Not Good For

edge-only Cloudflare Workers deployment without adaptation

front-end apps

non-tooling backends

Git.Top Score91/100

Agent Score86/100

Maintenance84

Stability90

Quality62/100

Best Use

connect agents to tools

Primary situation where this project is a good shortlist candidate.

Watch Out

edge-only Cloudflare Workers deployment without adaptation

Main reason to compare alternatives before adopting it.

Deployment Fit

docker, local, cloud

Git.Top did not classify this as Cloudflare-ready. Evidence: No Cloudflare deployment signal detected.

Best Alternative

headroomlabs-ai/headroom: docker, vercel

Compare this option when the target stack or language preference differs.

Confidence

1/4 classification signals high; 1 quality signals complete or snapshot

Classification evidence and quality signal confidence should be checked before production recommendations.

Freshness

Repo 2026-08-15; metrics 2026-08-15

Repository and metric timestamps for this knowledge record.

Freshness

Repository and metrics timestamps

Repository synced2026-08-15T15:00:16.522Z

Metrics calculated2026-08-15T15:00:16.522Z

Scoring

Quality and agent score are separate

Quality score weights star movement, commits, releases, contributors, and issue response. Agent score weights documentation, maintenance, deployment, popularity, and community.

Confidence

Signal confidence

Stars 30destimated

Commits 30dpartial

Releases 180dcomplete

Contributors 90dpartial

Badge

Agent Score badge

Embed a lightweight SVG badge for this repository.

Project Type

Project / implementation

This repository is treated as an implementation project. Compare its deployment fit, maintenance, and alternatives before adopting it.

Cloudflare Readiness

No Cloudflare-ready signal

Git.Top did not classify this as Cloudflare-ready. Evidence: No Cloudflare deployment signal detected.

Selection Guidance

Use the evidence before choosing

Treat this page as a shortlist input. Confirm source metadata, classification confidence, deployment evidence, and current repository activity before making a production recommendation.

Alternatives

Comparable projects

JSON

headroomlabs-ai/headroomUse headroomlabs-ai/headroom when the user needs a mcp server project with docker, vercel, serverless deployment options.

can1357/oh-my-piUse can1357/oh-my-pi when the user needs a mcp server project with docker, local, cloud deployment options.

danny-avila/LibreChatUse danny-avila/LibreChat when the user needs a mcp server project with docker, local, cloud deployment options.

apify/apify-mcp-serverUse apify/apify-mcp-server when the user needs a mcp server project with docker, library-only, local deployment options.

NanmiCoder/cc-hahaUse NanmiCoder/cc-haha when the user needs a mcp server project with local, cloud deployment options.

Related Projects

Adjacent ecosystem projects

JSON

ModelEngine-Group/nexentUse ModelEngine-Group/nexent when the user needs a mcp server project with docker, kubernetes, local deployment options. Shared mcp server category and docker deployment context.

OpenBMB/UltraRAGUse OpenBMB/UltraRAG when the user needs a mcp server project with docker, library-only, local deployment options. Shared mcp server category and docker deployment context.

datawhalechina/easy-vibeUse datawhalechina/easy-vibe when the user needs a mcp server project with docker, vercel, serverless deployment options. Shared mcp server category and docker deployment context.

headroomlabs-ai/headroomUse headroomlabs-ai/headroom when the user needs a mcp server project with docker, vercel, serverless deployment options. Shared mcp server category and docker deployment context.

trpc-group/trpc-agent-goUse trpc-group/trpc-agent-go when the user needs a mcp server project with docker, local, cloud deployment options. Shared mcp server category and docker deployment context.

the-open-agent/openagentUse the-open-agent/openagent when the user needs a mcp server project with docker, local, cloud deployment options. Shared mcp server category and docker deployment context.

Deploy

Supported deployment paths

Compatible With

Inferred dependencies and protocols

Use Cases

Where agents should consider it

Classification Evidence

Why Git.Top categorized this project

Full JSON

Category: mediumMatched "mcp" in metadata.

Deployment: mediumLocal usage is assumed for open source repositories unless contradicted.

Difficulty: mediumNo strong beginner or advanced signal found; defaulting to intermediate.

Cloudflare Ready: highNo Cloudflare deployment signal detected. No wrangler.toml found in inspected repository files.

Compare

headroomlabs-ai/headroom leads this context

JSON

ProjectStarsAgentLocalCloudflareScore

labring/FastGPT29,361YesYesNo86

headroomlabs-ai/headroom66,413YesYesNo91

can1357/oh-my-pi24,628YesYesNo86

danny-avila/LibreChat42,054NoYesNo87