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

Model Context Protocol

Specification and documentation for the Model Context Protocol observed · 2026-08-28

github.com/modelcontextprotocol/modelcontextprotocol · homepage · TypeScript · NOASSERTION (other) observed · 2026-08-28

Health v2 · maintenance only

84/100

  • Activity 99
  • Release rhythm 83
  • Longevity 50

Flags: no_license

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: 78.0
  • age_days: 708
  • days_rel: 36
  • days_push: 7
  • n_releases_24m: 7

Full methodology

Adoption not part of the score

9065 stars · 1754 forks observed · 2026-08-28

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

A collection of reference implementations of Model Context Protocol (MCP) servers maintained by the MCP steering group, demonstrating how to give LLMs secure, controlled access to tools and data sources. It accompanies the official MCP SDKs in multiple languages and serves as educational examples for developers building their own MCP servers.

Use cases

  • connect llm apps to filesystem tools
  • give claude access to git repositories
  • add web fetching to an ai agent
  • build a custom mcp server with an official sdk
  • add persistent memory to a chatbot
  • learn how the model context protocol works

When to choose

  • learning how to implement MCP servers with official SDKs
  • needing simple reference servers like filesystem, fetch, or git access for LLMs
  • evaluating MCP features before building production integrations

When to avoid

  • you need production-ready, hardened MCP servers - these are explicitly educational reference implementations
  • you need a broad catalog of MCP servers - use the MCP Registry instead
  • you need MCP client-side SDKs only - use the language-specific SDK repositories

Facets

library · maturity active

mcp agent-framework llm-inference sdk developer-tools large-language-models developer-tools apis cross-platform python go rust jvm dotnet php model-context-protocol reference-servers llm-tools tool-integration ai-agents nodejs swift

1 source

Member repositories

For agents

markdown · JSON · MCP: product_card(name="modelcontextprotocol/modelcontextprotocol")

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