"A server for finding information about skills and skill development" matching MCP servers:

• skill-depot

  Ruhal-Doshi

  A

  license

  -

  quality

  D

  maintenance

  Enables AI agents to semantically search and retrieve relevant skills from a local Markdown skill database, reducing context waste by loading only needed skills through tiered detail levels and tool calls.

  Last updated 2026-04-17

  8

  4

  MIT

• skills-mcp

  Jignesh-Ponamwar

  A

  license

  A

  quality

  A

  maintenance

  A self-hostable, open-source, semantically-searchable Agent Skills registry delivered over MCP, with a three-tier progressive disclosure architecture.

  Last updated 2026-05-29

  7

  23

  4

  Apache 2.0

• Skill Retriever

  AnthonyAlcaraz

  F

  license

  C

  quality

  -

  maintenance

  A graph-based MCP server that discovers, resolves dependencies, and installs the minimal set of Claude Code components—including skills, agents, and commands—tailored to specific tasks.

  Last updated 2026-03-06

  27

  7

• Skills Manager MCP Server

  Bbeierle12

  A

  license

  -

  quality

  C

  maintenance

  A visual web interface and MCP server for managing Claude MCP Skills, enabling users to create, edit, browse, and load skill sets through a browser UI or directly from Claude Desktop.

  Last updated 2026-07-30

  8

  MIT

• roadmap-skill

  shiquda

  A

  license

  -

  quality

  D

  maintenance

  Enables AI agents and humans to collaboratively plan and manage tasks with a shared kanban and dependency graph, all stored locally.

  Last updated 2026-03-18

  38

  72

  MIT

• MCP Skills Server

  srprasanna

  A

  license

  -

  quality

  C

  maintenance

  Dynamically loads and exposes skills from a directory with hot-reloading support, enabling users to manage and query skill content via MCP resources and tools.

  Last updated 2025-10-29

  10

  MIT

• Omni Skills

  moatazhamada

  A

  license

  -

  quality

  A

  maintenance

  MCP server that unifies and synchronizes AI coding skills across multiple tools, exposing skill discovery and retrieval via list_skills and read_skill.

  Last updated 2026-07-23

  223

  12

  MIT

• Progressive Skills MCP

  Flowtrica

  A

  license

  -

  quality

  D

  maintenance

  MCP server implementing progressive disclosure for skill instructions, loading skills on-demand for token efficiency.

  Last updated 2026-04-05

  7

  MIT

• skill-cortex-lite

  Sim-xia

  A

  license

  -

  quality

  D

  maintenance

  Enables all IDEs to access Claude Code Skills capabilities with skill discovery, search, and management tools.

  Last updated 2026-02-08

  23

  MIT

• Skill Shelf

  halflifezyf2680

  F

  license

  -

  quality

  -

  maintenance

  Enables AI agents to search, browse, install, and manage a large library of skills via only 7 MCP tools, with skills stored locally and loaded on demand to minimize context overhead.

  Last updated 2026-06-02

  4

• skill-router-mcp

  anujkumar8076

  A

  license

  A

  quality

  B

  maintenance

  Routes SKILL.md libraries to any MCP client, enabling task matching and skill loading with embedding-based scoring, keyword fallback, and context-window discipline.

  Last updated 2026-07-08

  5

  23

  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

• code-security-skill

  Chiehyii

  A

  license

  -

  quality

  A

  maintenance

  MCP server providing a searchable security knowledge base for AI coding assistants, enabling retrieval of secure-coding instructions and feature-specific security guidance.

  Last updated 2026-06-10

  8

  MIT

• skill-retrieval-mcp

  JayCheng113

  A

  license

  -

  quality

  C

  maintenance

  Enables AI agents to search and retrieve over 89K skills on-demand at runtime, eliminating the need to manually install skills upfront.

  Last updated 2026-03-14

  4

  MIT

• CHOFF-A-MCP (Anamnesis)

  dd-dent

  A

  license

  -

  quality

  D

  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

• mcp-kg-skills

  fkesheh

  A

  license

  -

  quality

  C

  maintenance

  Manages a Neo4j knowledge graph of reusable Python functions, documentation, and environment variables, enabling dynamic script composition and execution with automatic dependency management and secret protection.

  Last updated 2025-11-26

  5

  MIT
• 

  studiox-skills-mcpofficial

  studioxdeveloper

  F

  license

  -

  quality

  D

  maintenance

  MCP server that provides access to over 100 development skills for frontend, backend, integration, design, devops, and process categories via Claude Code and other MCP clients.

  Last updated 2026-01-16

• Skill Context Manager

  Mavis2103

  A

  license

  -

  quality

  A

  maintenance

  Provides context-aware skill selection for AI agents, reducing token usage by 85-98% and improving accuracy through semantic retrieval, session memory, and feedback learning.

  Last updated 2026-06-30

  MIT

• Hierarchical Skills For AI MCP

  Aunxfb

  F

  license

  -

  quality

  B

  maintenance

  A hierarchical MCP server for managing skill definitions with a browsable tree structure and full-text search. It allows AI agents to efficiently discover and use skills without consuming context tokens.

  Last updated 2026-07-04

• Skills MCP Hudu

  DevSkillsIT

  F

  license

  -

  quality

  B

  maintenance

  Connects AI assistants to Hudu IT documentation platform with 43 tools, Markdown output, and multi-tenant support for MSPs.

  Last updated 2026-05-21

  3