Ross ROSS = Recommend OSS · open-source software intelligence for agents

punkpeye/awesome-mcp-servers resource

A collection of MCP servers. observed · 2026-08-28

github.com/punkpeye/awesome-mcp-servers · homepage · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

66/100

  • Activity 99
  • Release rhythm 35
  • Longevity 45

Flags: no_releases

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 641
  • days_rel: n/a
  • days_push: 7
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

92856 stars · 15118 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

A curated, community-maintained list of Model Context Protocol (MCP) servers that extend AI model capabilities with file access, database connections, and API integrations. It includes a categorized directory of server implementations with language, scope, and platform annotations, plus links to clients, tutorials, and community resources.

Use cases

  • find an MCP server for connecting AI assistants to databases
  • discover MCP servers for browser automation or web scraping
  • browse a catalog of Model Context Protocol server implementations
  • find official MCP servers for a specific SaaS API
  • learn how to set up MCP with Claude Desktop
  • find MCP servers written in Python or TypeScript

When to choose

  • you want to discover which MCP servers exist for a given integration or capability
  • you need a starting point to evaluate the MCP ecosystem before building your own server
  • you want community-maintained, categorized references with tutorials and client links

When to avoid

  • you need an actual MCP server implementation rather than a directory of links
  • you need guaranteed up-to-date or vetted security status for every listed server
  • you want a searchable API-backed registry rather than a markdown list (consider the synced web directory instead)

Facets

learning-resource · maturity active

mcp developer-tools documentation artificial-intelligence developer-tools awesome-lists cross-platform awesome-list model-context-protocol curated-list mcp-servers llm-tools ai-agents

3 sources

Member repositories

RepositoryRoleHealth v2
punkpeye/awesome-mcp-serversmain66

For agents

markdown · JSON · MCP: product_card(name="punkpeye/awesome-mcp-servers")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem