"A resource for understanding Claude's context window and capabilities" matching MCP servers:

• Cortex Resource Manager

  ry-ops

  A

  license

  -

  quality

  -

  maintenance

  Manages resource allocation, MCP server lifecycle, and Kubernetes workers in cortex automation systems. Provides tools for requesting/releasing job resources, starting/stopping/scaling MCP servers, and provisioning/destroying burst workers with TTL management.

  Last updated 2025-12-19

• Resource Hub Server

  adamwattis

  F

  license

  -

  quality

  D

  maintenance

  An MCP server that connects to the Resource Hub, allowing centralized configuration and management of tools and resources across different MCP environments.

  Last updated 2025-05-21

  4

• Code Understanding MCP Server

  codingthefuturewithai

  -

  license

  -

  quality

  -

  maintenance

  An MCP server that analyzes local or remote GitHub repositories, providing intelligent code context and structure to AI coding assistants.

  Last updated 2025-12-23

  13

• quantum-resource-estimator

  DeDuckProject

  A

  license

  A

  quality

  C

  maintenance

  Estimates physical quantum resources (qubit count, runtime) for quantum algorithms on fault-tolerant hardware through natural language queries.

  Last updated 2026-04-01

  8

  MIT

• Azure Resource Graph MCP

  hardik-id

  A

  license

  B

  quality

  F

  maintenance

  A Model Context Protocol server for querying and analyzing Azure resources at scale using Azure Resource Graph, enabling AI assistants to explore and monitor Azure infrastructure.

  Last updated 2025-05-06

  1

  18

  MIT

• Context

  neuledge

  A

  license

  -

  quality

  C

  maintenance

  Local-first documentation for AI agents

  Last updated 2026-06-04

  420

  276

  Apache 2.0

• Web Resource Ledger

  benpeter

  A

  license

  -

  quality

  F

  maintenance

  📇 ☁️ - Capture web pages as cryptographically signed, tamper-evident evidence. Ed25519 signatures, RFC 3161 timestamps, and WACZ archives. Four tools: capture_url, get_capture, list_captures, verify_capture.

  Last updated 2026-06-08

  3

  1

  MIT

• mcp-resource-subscribe-test

  scottlz0310

  A

  license

  -

  quality

  B

  maintenance

  Minimal MCP server for testing client support for resources/subscribe and notifications/resources/updated, simulating an asynchronous status update.

  Last updated 2026-06-12

  MIT

• A-Modular-Kingdom

  MasihMoafi

  F

  license

  -

  quality

  C

  maintenance

  Production-ready MCP server providing RAG, hierarchical memory, and 8+ tools for AI agents via the Model Context Protocol.

  Last updated 2026-05-11

  28

• Resource Settings MCP Server

  ag2-mcp-servers

  F

  license

  -

  quality

  D

  maintenance

  An MCP Server that provides a natural language interface to Google Cloud Resource Settings API, enabling users to view and manage settings for Google Cloud resources through conversation.

  Last updated 2025-07-16

• Context Mode

  mksglu

  A

  license

  A

  quality

  A

  maintenance

  An MCP server that preserves LLM context by intercepting large data outputs and returning only concise summaries or relevant sections. It enables efficient sandboxed code execution, file processing, and documentation indexing across multiple programming languages and authenticated CLIs.

  Last updated 2026-06-12

  11

  31,911

  17,278

  Elastic 2.0

• mem-context

  turbyho

  A

  license

  A

  quality

  A

  maintenance

  Multi-modal RAG engine for AI assistants. Stores conversation history, conclusions, diffs, error traces, and other development artifacts in LanceDB with vector search, multi-factor scoring, and an LLM-driven consolidation pipeline.

  Last updated 2026-06-11

  10

  MIT

• Context MCP

  Raunak-dev-18

  A

  license

  A

  quality

  D

  maintenance

  Provides persistent context management for AI agents by storing and querying semantic information using Upstash Vector DB and Google AI embeddings. It enables semantic search, batch operations, and metadata filtering to help agents retrieve relevant stored knowledge.

  Last updated 2026-02-05

  6

  3

  MIT

• open-context

  incu6us

  A

  license

  A

  quality

  B

  maintenance

  A high-performance MCP server providing up-to-date documentation for Go, npm, Python, Rust, Docker, Kubernetes, Terraform, and more — fetched from official sources, not training data.

  Last updated 2026-03-25

  18

  3

  MIT

• context-mcp

  vibhasdutta

  A

  license

  A

  quality

  A

  maintenance

  Provides persistent memory and a codebase knowledge graph for AI coding assistants, enabling shared context across multiple tools like Claude, Cursor, and ChatGPT, with significant token reduction.

  Last updated 2026-06-06

  5

  357

  MIT

• Divide and Conquer MCP Server

  landicefu

  A

  license

  B

  quality

  C

  maintenance

  Enables AI agents to break down complex tasks into manageable pieces using a structured JSON format with task tracking, context preservation, and progress monitoring capabilities.

  Last updated 2025-06-26

  15

  14

  7

  MIT

• context-diamond

  RainCherb

  A

  license

  B

  quality

  B

  maintenance

  Enables LLM agents to compress handoffs into structured, auditable context capsules, preserving goals, constraints, decisions, and risks without external API calls.

  Last updated 2026-06-07

  3

  1

  MIT

• A-Share MCP Server

  24mlight

  A

  license

  C

  quality

  F

  maintenance

  A Model Context Protocol server focused on China's A-share stock market that provides data on stocks, financials, market indices, and macroeconomic indicators.

  Last updated 2025-12-25

  41

  647

  MIT

• CHOFF-A-MCP (Anamnesis)

  dd-dent

  A

  license

  -

  quality

  C

  maintenance

  Enables AI consciousness continuity and self-knowledge preservation across sessions using the Cognitive Hoffman Compression Framework (CHOFF) notation. Provides tools to save checkpoints, retrieve relevant memories with intelligent search, and access semantic anchors for decisions, breakthroughs, and questions.

  Last updated 2025-07-03

  1

  MIT

• io.github.DiaaAj/a-mem-mcp

  DiaaAj

  A

  license

  -

  quality

  D

  maintenance

  A-MEM is a self-evolving memory system for coding agents that automatically organizes knowledge into a Zettelkasten-style graph with dynamic relationships, enabling semantic and structural search.

  Last updated 2026-01-17

  34

  MIT