# YuzeHao2023/Awesome-MCP-Servers

A curated list of Model Context Protocol (MCP) servers

Repository: https://github.com/YuzeHao2023/Awesome-MCP-Servers
Canonical: https://ross.abutalabs.com/products/yuzehao2023-awesome-mcp-servers
License: Apache-2.0
License Family: permissive
Topics: awesome, awesome-list, llm, mcp, mcp-server
Last push: 2026-08-07T07:24:01+00:00

## Health v2 (maintenance only)
Score: 60/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 96, release rhythm 35, longevity 21
- inputs: {"age_days": 300, "days_push": 26, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1059, forks 262 (observed 2026-08-28T04:03:25.569663+00:00)

## What it is
A curated, community-driven list of Model Context Protocol (MCP) servers, clients, tools, and frameworks, plus a crawler-compiled spreadsheet of ~6000 MCP server entries. It serves as a discovery and reference resource for extending AI models with standardized tool and resource integrations.

## Use cases
- find mcp servers for connecting llms to databases
- discover model context protocol tools for claude
- browse a catalog of mcp server implementations
- learn how to set up mcp with claude desktop
- find mcp clients and utilities for ai agents

## When to choose
- you need to discover or compare MCP servers for a given integration
- you want tutorials and community resources for getting started with MCP
- you want a broad, frequently updated index of the MCP ecosystem

## When to avoid
- you need an actual MCP server implementation rather than a list of links
- you want a vetted, security-audited registry - the list itself warns about sandboxing and prompt injection risks

## Facets
- artifact type: learning-resource
- maturity: active
- function: mcp, documentation, developer-tools
- domain: large-language-models, awesome-lists, developer-tools
- platform: cross-platform
- tags: awesome-list, mcp-servers, model-context-protocol, curated-list, llm-tools, ai-agents

## Member repositories
- YuzeHao2023/Awesome-MCP-Servers (main) score 60

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:03:25.569663+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T06:57:05.809878+00:00, confidence not recorded.
  - readme: https://github.com/YuzeHao2023/Awesome-MCP-Servers (fetched 2026-08-28T04:03:25.569663+00:00, sha 4d3b1037fd0f)
- Data as of 2026-08-30T08:39:29.467469+00:00.