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

wong2/awesome-mcp-servers resource

A curated list of Model Context Protocol (MCP) servers observed · 2026-08-28

github.com/wong2/awesome-mcp-servers · homepage · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

63/100

  • Activity 92
  • 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 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 643
  • days_rel: n/a
  • days_push: 51
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

4279 stars · 1887 forks observed · 2026-08-28

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

A curated, MIT-licensed list of Model Context Protocol (MCP) servers, organized into reference servers, official integrations, and community contributions, backed by the mcpservers.org directory website. It catalogs servers that let AI clients like Claude, Cursor, and ChatGPT connect to tools for filesystems, Git, web scraping, databases, finance, design, and more.

Use cases

  • find an MCP server to connect Claude to GitHub or GitLab
  • discover MCP servers for web scraping and browser automation
  • browse official MCP integrations for cloud platforms like Cloudflare
  • look up MCP servers that expose OpenAPI specs as agent tools
  • find reference MCP servers for learning the Model Context Protocol
  • locate MCP servers for databases, finance data, or productivity tools

When to choose

  • you are building AI agents and need to discover available MCP servers
  • you want a curated starting point for the MCP ecosystem
  • you need to compare MCP servers by category such as development, finance, or web scraping

When to avoid

  • you need an MCP server implementation itself rather than a directory of links
  • you want a runnable tool or SDK rather than a curated list
  • you need guaranteed vetting or security auditing of listed servers

Facets

learning-resource · maturity active

mcp developer-tools documentation artificial-intelligence developer-tools awesome-lists large-language-models cross-platform self-hosted awesome-list mcp-servers model-context-protocol curated-list llm-tools ai-agent-integrations ai-agents web-server

8 sources

Member repositories

RepositoryRoleHealth v2
wong2/awesome-mcp-serversmain63

For agents

markdown · JSON · MCP: product_card(name="wong2/awesome-mcp-servers")

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