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Model Context Protocol

Protocol · Anthropic · Catalog tech@1

Open protocol connecting AI applications to tools and data.

Categories
Matched as
  • mcp
  • model context protocol

Momentum

Each signal is ranked as a percentile among the technologies that have it. A signal without enough history is not counted, and never shown as zero. How momentum works

Momentum

90/ 100

2 of 5 signals

The mean of Model Context Protocol’s 2 signals, each ranked as a percentile among the technologies that have it, on a scale of 0 to 100. Signals without history are left out, never counted as zero.

Snapshot OCT 24, 2026 · Scoring tech@1

Official repository stars
Collecting
Star growth needs repository snapshots 30 days apart.47,315 stars now
Member repository stars
Collecting
Star growth needs repository snapshots 30 days apart.3 new members in 30 days
Package adoption
+31.0% · 30d
96th percentile among technologies with this signalnpm, in its own unit
Open models
No official models
No official model on Hugging Face, so this signal does not apply.
News
7 vs 1
84th percentile among technologies with this signal7 in the last 30 days · 1 in the 30 before

Adoption by registry

The growth of Model Context Protocol’s own packages, one row per registry in that registry’s own unit. Registries count different things over different windows, so they are never added together.

RegistryFigureAbout 30 days ago → latestGrowthPackages
npmDownloads (30 days)260.4M → 341.2Mdownloads / 30 days+31.0% · 30d9

News activity

Events · 7 days
2published events that mention it
Events · 30 days
7published events that mention it
Previous 30 days
1events in the 30 days before

Momentum history

Momentum history 2 daily scores · 0 to 100
OCT 8: momentum 91.05OCT 24: momentum 90.24
Table of snapshots (2)
DayMomentumMembersOfficial starsNews · 30d
OCT 24, 20269066147,3157
OCT 8, 20269166147,3156

Repositories

Official 3

Members 661repositories tagged with one of its aliases, most-starred first

  • yjacquin/fast-mcp

    A Ruby Implementation of the Model Context Protocol

    Tagged mcpRuby

    1.2K

  • keinsaasforever/better-chatbot

    Formerly Better Chatbot. Navigator is an open-source AI workspace for agents, MCP and workflow automation.

    Tagged mcpTypeScript

    1.2K

  • sheshbabu/zen

    Selfhosted notes app. Single golang binary, notes stored as markdown within SQLite, full-text search, very low resource usage

    Tagged mcp-serverJavaScript

    1.2K

  • ref-tools/ref-tools-mcp

    Helping coding agents never make mistakes working with public or private libraries without wasting the context window.

    Tagged mcpTypeScript

    1.2K

  • Gentleman-Programming/gentle-shell

    Gentle Shell is a Pi-native coding-agent harness for controlled development with Organic Driven Development, optional SDD/OpenSpec, subagents, TDD evidence, review guardrails, skills, and memory integrations.

    Tagged mcpTypeScript

    1.2K

  • Ricky-7-Yan/intelligent-audit-system

    AuditPilot: auditable enterprise AI agents for evidence-grounded workflows, governed tools, evaluation harnesses, human review, and remediation delivery.

    Tagged mcpPython

    1.2K

  • xyTom/coding-tools-mcp

    Give any AI agent the ability to code

    Tagged mcpPython

    1.2K

  • chubbyguan/chubbyskills

    把中文全渠道内容（抖音 / B站 / 小红书 / 公众号 / X / 播客）采集进个人知识库的 14 个 AI Skill：图文存图、视频转文字稿、字幕优先免 GPU，附带知识库 MCP server。 ｜ Ingest Chinese content into your personal knowledge base — image/video routing, subtitle-first transcription, and a KB MCP server.

    Tagged mcpPython

    1.2K

  • mrkrsl/web-search-mcp

    A simple, locally hosted Web Search MCP server for use with Local LLMs

    Tagged mcpTypeScript

    1.2K

  • AI-QL/tuui

    A desktop MCP client designed as a tool unitary utility integration, accelerating AI adoption through the Model Context Protocol (MCP) and enabling cross-vendor LLM API orchestration.

    Tagged mcpTypeScript

    1.2K

  • uvwt/agentdock

    Secure MCP runtime for AI agents to operate local machines, servers, and containers with multi-device orchestration.

    Tagged mcpGo

    1.2K

  • MoizIbnYousaf/ai-agent-skills

    Universal skill installer and package manager for AI coding agents. One command, 12+ runtimes. npx ai-agent-skills

    Tagged mcpJavaScript

    1.1K

Packages

“Is” packages are Model Context Protocol itself; ecosystem packages depend on them. The two are counted separately and never added together. Adoption is each registry’s own figure, with its percentile within that registry.

Is 15the technology itself, most-adopted first

  • mcp-etdi

    Model Context Protocol Python SDK with ETDI security enhancements

    Published from modelcontextprotocol/python-sdkPyPI

    Not published by PyPI
  • mcp-test

    Model Context Protocol SDK

    Published from modelcontextprotocol/python-sdkPyPI

    Not published by PyPI
  • mcp-types

    Model Context Protocol wire types

    Published from modelcontextprotocol/python-sdkPyPI

    Not published by PyPI

Ecosystem 541packages that depend on it, most-adopted first

  • mcp-memory-service

    Semantic memory layer for AI applications. REST API + MCP transport + knowledge graph + autonomous consolidation. Works with 14+ AI clients. Self-host, zero cloud cost.

    Depends on mcpPyPI

    Not published by PyPI
  • mcp-memory-service-lite

    Lightweight semantic memory service with ONNX embeddings - no PyTorch required. 80% smaller install size. REST API + MCP transport.

    Depends on mcpPyPI

    Not published by PyPI
  • mcp-proxy

    A MCP server which proxies requests to a remote MCP server over streamable HTTP or SSE.

    Depends on mcpPyPI

    Not published by PyPI
  • mcp-proxy-for-aws-cli

    MCP Proxy for AWS (version-pinned CLI distribution)

    Depends on mcpPyPI

    Not published by PyPI
  • mcp-search-console

    Google Search Console integration for Model Context Protocol (MCP)

    Depends on mcpPyPI

    Not published by PyPI
  • mcp-server-appwrite

    Build and deploy application backends. Add authentication, PostgreSQL/MySQL databases, vector databases, storage, serverless functions, realtime, messaging, hosting, domains, CDN and firewall.

    Depends on mcpPyPI

    Not published by PyPI
  • mcp-server-fetch

    A Model Context Protocol server providing tools to fetch and convert web content for usage by LLMs

    Depends on mcpPyPI

    Not published by PyPI
  • mcp-server-git

    A Model Context Protocol server providing tools to read, search, and manipulate Git repositories programmatically via LLMs

    Depends on mcpPyPI

    Not published by PyPI
  • mcp-server-linkedin

    MCP server that gives AI assistants like Claude access to LinkedIn profiles, companies, and job postings through the user's own browser session.

    Depends on mcpPyPI

    Not published by PyPI
  • mcp-server-time

    A Model Context Protocol server providing tools for time queries and timezone conversions for LLMs

    Depends on mcpPyPI

    Not published by PyPI
  • mcp-use

    Full Stack MCP framework for python, build MCP agents, clients, and servers.

    Depends on mcpPyPI

    Not published by PyPI
  • mcp-windbg

    A Model Context Protocol server providing tools to analyze Windows crash dumps using WinDbg/CDB

    Depends on mcpPyPI

    Not published by PyPI

Latest news the 10 latest events that mention it