Technology · Protocol
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.
| Registry | Figure | About 30 days ago → latest | Growth | Packages |
|---|---|---|---|---|
| npm | Downloads (30 days) | 260.4M → 341.2Mdownloads / 30 days | +31.0% · 30d | 9 |
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
Table of snapshots (2)
| Day | Momentum | Members | Official stars | News · 30d |
|---|---|---|---|---|
| OCT 24, 2026 | 90 | 661 | 47,315 | 7 |
| OCT 8, 2026 | 91 | 661 | 47,315 | 6 |
Repositories
Official 3
- modelcontextprotocol/python-sdk
The official Python SDK for Model Context Protocol servers and clients
24.5K stars
- modelcontextprotocol/typescript-sdk
The official TypeScript SDK for Model Context Protocol servers and clients
13.5K stars
- modelcontextprotocol/modelcontextprotocol
Specification and documentation for the Model Context Protocol
9.4K stars
Members 661repositories tagged with one of its aliases, most-starred first
- irinabuht12-oss/google-ads-meta-ads-mcp
Google Ads MCP server + Meta Ads MCP (Facebook Ads MCP) + GA4 + Search Console in one hosted remote MCP for Claude, ChatGPT, Cursor & n8n: 250+ tools, OAuth login, no API keys, approval-gated writes, free. By Ryze AI.
3.3K stars
- sentrux/sentrux
Real-time architectural sensor that helps AI agents close the feedback loop, enabling recursive self-improvement of code quality. Pure Rust.
3.3K stars
- haydenbleasel/ultracite
A highly opinionated, zero-configuration linter and formatter.
3.3K stars
- samuelgursky/davinci-resolve-mcp
MCP server integration for DaVinci Resolve Studio
3.3K stars
- ascending-llc/jarvis-registry
Connect any AI copilot or autonomous agent to your enterprise tools — through a single, secure MCP/Agent gateway with built-in identity, access control, and full observability.
3.3K stars
- neomjs/neo
Neo.mjs is a self-evolving software organism: a professional end-to-end AI engineering team whose cross-model swarm inhabits live apps via Neural Link, Active Hybrid GraphRAG, DreamService, and self-healing loops.
3.3K stars
- taylorwilsdon/google_workspace_mcp
Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace MCP Server & CLI Tool
3.3K stars
- punkpeye/fastmcp
A TypeScript framework for building MCP servers.
3.3K stars
- xpf0000/FlyEnv
Native local development environment for Windows, macOS & Linux. A modern alternative to XAMPP, MAMP, Laragon and Laravel Herd, with runtimes, databases, web servers, local sites, HTTPS, AI coding tools and MCP.
3.3K stars
- av/harbor
Stop configuring your AI stack. Start using it. One command brings a complete pre-wired LLM stack with hundreds of services to explore.
3.2K stars
- signerlabs/ShipSwift
AI-native SwiftUI component library with full-stack recipes — connect via MCP for instant access.
3.2K stars
- cortex-docs/cortex
Cortex - Generates interactive API documentation, typed SDKs, and MCP servers from OpenAPI, AsyncAPI, GraphQL, gRPC, OpenRPC, and Markdown.
3.2K stars
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
Not published by PyPI - mcp-test
Model Context Protocol SDK
Not published by PyPI - mcp-types
Model Context Protocol wire types
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.
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.
Not published by PyPI - mcp-proxy
A MCP server which proxies requests to a remote MCP server over streamable HTTP or SSE.
Not published by PyPI - mcp-proxy-for-aws-cli
MCP Proxy for AWS (version-pinned CLI distribution)
Not published by PyPI - mcp-search-console
Google Search Console integration for Model Context Protocol (MCP)
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.
Not published by PyPI - mcp-server-fetch
A Model Context Protocol server providing tools to fetch and convert web content for usage by LLMs
Not published by PyPI - mcp-server-git
A Model Context Protocol server providing tools to read, search, and manipulate Git repositories programmatically via LLMs
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.
Not published by PyPI - mcp-server-time
A Model Context Protocol server providing tools for time queries and timezone conversions for LLMs
Not published by PyPI - mcp-use
Full Stack MCP framework for python, build MCP agents, clients, and servers.
Not published by PyPI - mcp-windbg
A Model Context Protocol server providing tools to analyze Windows crash dumps using WinDbg/CDB
Not published by PyPI
Latest news the 10 latest events that mention it
- 35h agoOCT 24, 2026
- 3d agoOCT 22, 2026
- 23d agoOCT 3, 2026
- 32d agoSEP 24, 2026
- 2mo agoAUG 14, 2026
- The next generation of MCP1 source3mo agoAUG 6, 2026
- Introducing Agent Plugins1 source3mo agoAUG 6, 2026
- 3mo agoJUL 31, 2026
- 3mo agoJUL 30, 2026
- 3mo agoJUL 21, 2026