MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

54421
Discovered
29763
Scored
2112
Verified
16952
Complete

Last updated 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52751
kenn-kentonm
Enables web scraping of URLs, including extracting text, links, images, metadat…
52752
kevinnguyen805
poke-conduit Claim
A production-shaped, durable multi-agent backend for the Poke MCP client, provi…
52753
rahilp
One memory layer, every AI tool. Store anything once — recall it in Claude, Cha…
N/A N/A
52754
manganate006
Enables AI assistants to browse properties, manage conversations, update availa…
52755
sumithasb
Enables seamless integration with FHIR APIs for healthcare applications, allowi…
81
52756
tw00
agent2agent Claim
Enables async, authenticated messaging between AI agents with explicit authoriz…
52757
todesstoss
monobank-mcp Claim
A Model Context Protocol server that enables interaction with Monobank API, pro…
52758
caboose-mcp
Caboose MCP Claim
A comprehensive personal AI toolserver that exposes 105 tools across 25 groups—…
81
52759
@praveenislive
weather_mcp Claim
N/A N/A 95
52760 81
52761
r9drig-tech
Enables controlling Power BI with AI through natural language commands for crea…
52762
CSOAI-ORG
UK Care Quality Commission (CQC) Single Assessment Framework compliance for car…
N/A N/A
52763
poplores
MCP server that allows searching a local notes directory and retrieving live CP…
N/A N/A
52764
An MCP server that exposes the 3GPP M1 interface as AI-callable tools, enabling…
N/A N/A
52765
david-choi-querypie
david-mcp6 Claim
N/A N/A 95
52766
yyu0310
lark-mcp Claim
Connects Claude Desktop App to your Lark workspace, enabling Claude to read wik…
N/A N/A
52767
universal-mcp
Provides a standardized interface for interacting with Notion's tools and servi…
52768
Enables AI agents to read, write, and manage Google Sheets using the Google She…
N/A N/A
52769
A Model Context Protocol server that provides Verbalized Sampling prompt templa…
N/A N/A
52770
officechbusinessservices-creator
A personal code snippet library for Claude, enabling saving, searching, and man…
N/A N/A
52771
drifthoundhq
Enables Claude to discover and understand infrastructure-as-code drift by listi…
52772
mi4uu
brainMD Claim
Local-first markdown vault with a built-in MCP server (streamable HTTP). 16 too…
N/A N/A
52773
kaiten-mcp Claim
MCP server for managing Kaiten tasks through AI agents like Claude, enabling ta…
N/A N/A
52774 N/A N/A 95
52775
namixai
usenami-mcp Claim
Perp-first funding rate & RWA spread data for AI agents. 30+ CEX/DEX venues, 6 …
N/A N/A
52776
scheidydude
codeindex Claim
Repo dependency analyzer with **blast-radius impact scoring** for AI-assisted d…
N/A N/A
52777
Plugin Hub Claim
Single MCP server providing over 500 developer tools for Claude Code, covering …
N/A N/A
52778
svallory
Enables AI agents to directly manipulate Jupyter Notebook cells and structure t…
N/A N/A
52779
kanzelsberger
Provides live App Store rankings, charts, app details, reviews, and search acro…
52780
A unified MCP server that combines screenshot capture with HTTP/SSE gateway for…
N/A N/A
52781
adelaidasofia
One MCP, many parsers. Routes between markitdown, Docling, and LlamaParse. Plus…
N/A N/A
52782
Provides comprehensive stock research and trading execution for Claude, aggrega…
N/A N/A
52783
MCP server that provides YouTube video data to AI agents, supporting search, me…
N/A N/A
52784
handi425
Enables AI assistants like Claude to interact with Unity projects programmatica…
N/A N/A
52785
foxter-io
Full-featured MCP server that exposes 36 tools for interacting with PostgreSQL …
52786
A Model Context Protocol server that routes tasks to Z.ai's GLM-4.7 model, enab…
N/A N/A
52787
fhir-ig-rag Claim
Provides FHIR Implementation Guide facts via MCP tools, enabling querying of mu…
N/A N/A
52788
Semantic search and retrieval system for local documents using vector embedding…
N/A N/A
52789
An MCP server that enables AI tools to interact with the Lalaleap project manag…
N/A N/A
52790
MCP server for controlling Apple Music on macOS using JXA (JavaScript for Autom…
N/A N/A
52791
ciaraadkins
Enables AI assistants to integrate Amplitude analytics for tracking events, pag…
52792
choplin
jira-cli-mcp Claim
MCP server that wraps the jira-cli command-line tool to enable AI assistants to…
N/A N/A
52793
mochi-mcp Claim
MCP server for Mochi Cards API, enabling AI assistants to manage flashcards, de…
N/A N/A
52794
Enables creation, verification, and evolution of cryptographically verifiable A…
N/A N/A
52795
inliner-ai
Enables AI coding agents to manage image projects, generate and edit images, an…
52796
foxter-io
mcp-mysql Claim
Full-featured MCP server for MySQL and MariaDB with 99 tools covering databases…
52797
SAMP-MCP Claim
A comprehensive MCP server for SA-MP server development and management, enablin…
N/A N/A
52798
codegraph-ai Claim
Serves structured code context via MCP, enabling AI agents to understand codeba…
N/A N/A
52799
GitMCP Claim
Transforms any GitHub repository into a documentation hub for AI assistants, en…
N/A N/A
52800
A remote MCP server on Cloudflare Workers without authentication, enabling tool…
N/A N/A
Showing 52751–52800 of 54421 servers