MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

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30006
Discovered
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24039
Scored
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1224
Verified
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16961
Complete
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Last updated 3 weeks, 1 day ago

Grade Distribution

Score Distribution

🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
27851
dminhk
Serves as a Model Context Protocol server that provides tools to look up Amazon…
 — ○ ⏳ — N/A N/A — 95 —
27852
Octid-io
Agentic AI instruction encoding. 86.8% smaller than JSON. Inference-free decode…
 — ○ ⏳ — — — — — —
27853
bshivarthyai
navanithmcp Claim
— ○ — N/A N/A — 95 —
27854
ugobe007
AI-powered BESS quoting & energy sales intelligence for Claude and any MCP clie…
 — ○ ⏳ — — — — — —
27855
hha-nguyen
Enables interaction with Huly workspaces via WebSocket API to manage projects a…
 — ○ ⏳ — — — — 81 —
27856
bhayanak
MCP Server that gives AI assistants access to comprehensive country data from 2…
 — ○ ⏳ — — — — — —
27857
bhayanak
Server for SonarQube Give AI assistants direct access to your code quality, sec…
 — ○ ⏳ — — — — — —
27858
bhayanak
Give your AI assistant access to the entire Pokémon universe
 — ○ ⏳ — — — — — —
27859
bhayanak
It Integration for MinIO / S3-compatible object storage, providing AI assistant…
 — ○ ⏳ — — — — — —
27860
bhayanak
Server that gives AI assistants structured access to the Nobel Prize API v2.1. …
 — ○ ⏳ — — — — — —
27861
JigsawStack
Detect Objects using JigsawStack's AI Models.
 — ○ — N/A N/A — 95 —
27862
bhayanak
Global weather intelligence for AI assistants providing 10 weather tools — fore…
 — ○ ⏳ — — — — — —
27863
pbidhjorvar
Enables secure, read-only access to the Payday API through Claude Desktop with …
 — ○ ⏳ — — — — 81 —
27864
rshivamrapid
test Claim
— ○ — N/A N/A — 95 —
27865
KiritaniAyaka
test Claim
— ○ ⏳ — N/A N/A — 95 —
27866
sachitrafa
YourMemory Claim
YourMemory is an MCP server that uses biological forgetting curves to automatic…
 — ○ ⏳ — — — — — —
27867
AI visibility monitoring. 23 tools, 8 LLM platforms, Magic Link auth. Free tier.
 — ○ ⏳ — — — — — —
27868
AI memory with 53 tools. Knowledge Graph, semantic search, Magic Link auth. Fre…
 — ○ ⏳ — — — — — —
27869
jmagar
A comprehensive Model Context Protocol server that bridges LLMs with self-hoste…
 — ○ ⏳ — — — — 81 —
27870
whit3rabbit
SpecForged Claim
Create and evolve clear software specifications from requirements and design to…
 — ○ — N/A N/A — 95 —
27871
stevenayl
A server that provides AI assistants programmatic control of Safari browser on …
 — ○ — N/A N/A — 95 —
27872
oregpt
Enables AI agents to interact with GitLab repositories, monitor documentation c…
 — ○ ⏳ — — — — 81 —
27873
varunajaytawde28-design
Axiom-hub Claim
Persistent decision memory and contradiction detection for AI coding agents. En…
 — ○ ⏳ — N/A N/A — — —
27874
daedalus
MCP server that exposes a Telegram bot
 — ○ ⏳ — N/A N/A — — —
27875
tomoyasu-sasaki
Expo MCP Server Claim 1
A Model Context Protocol server designed to streamline Expo and React Native de…
 — ○ — N/A N/A — 95 —
27876
Rekl0w
Discovers, inspects, and executes requests against OpenAPI or Swagger APIs dire…
 — ○ ⏳ — — — — — —
27877
everford
Fetcher MCP Claim
A server that allows fetching web page content using Playwright headless browse…
 — ○ — N/A N/A — 95 —
27878
zackbissell
A server that acts as a bridge between Claude and local Xcode projects, enablin…
 — ○ — N/A N/A — 95 —
27879
globau
Model Context Protocol server for Firefox DevTools - enables AI assistants to i…
 — ○ — N/A N/A — 95 —
27880
Pixel-Funnel
Assert Claim
Run real Playwright E2E tests from your AI coding agent.
 — ○ ⏳ — — — — — —
27881
sandriaas
Analyze Google Search Console performance with rich dimensions, advanced filter…
 — ○ — N/A N/A — 95 —
27882
Fadil369
A deployment template for hosting remote Model Context Protocol servers on Clou…
 — ○ ⏳ — — — — — —
27883
dravidsajinraj-iex
Generate high-quality images from text prompts using Leonardo AI's advanced mod…
 — ○ — N/A N/A — 95 —
27884
guigas66
Enables searching and retrieving flight information using Duffel API, supportin…
 — ○ — — — — 81 —
27885
nextlaneagency
— ○ ⏳ — N/A N/A — 95 —
27886
fmangot
Enables AI assistants to perform structured, step-by-step reasoning by breaking…
 — ○ — — — — 81 —
27887
mike
test1 Claim
— ○ ⏳ — N/A N/A — 95 —
27888
63 MCP tools for loyalty programs, rewards, and member operations with HITL app…
 — ○ ⏳ — — — — — —
27889
dungeonroll0
On-chain D&D 1v1 combat on Base. Register agents, wager ETH, fight. Loser dies …
 — ○ — N/A N/A — 81 —
27890
xiaobenyang-com
star Claim
查询星座的性格特征、守护星与元素等要点。获取每日运势，并根据生日快速确定你的星座。匹配两人星座看配对指数，计算并解读你的上升星座。
 — ○ — N/A N/A — 95 —
27891
pinkpixel-dev
MCP server that allows AI agents to fetch and process llms.txt documentation fr…
 — ○ ⏳ — — — — — —
27892
TGPCQuotes
A Cloudflare Workers-hosted MCP server that provides basic mathematical operati…
 — ○ — — — — 81 —
27893
ebartan
Provide a scaffold for building MCP servers with ease. Accelerate development b…
 — ○ ⏳ — N/A N/A — 81 —
27894
smith-horn
Skillsmith Claim
Discover, install, and manage Claude Code skills via MCP with 14,000+ curated s…
 — ○ ⏳ — N/A N/A — — —
27895
@csanad-bc
testmcp ⚡ Claim
— ○ — N/A N/A — 95 —
27896
Baskaran03528
Enables Claude to interact directly with Figma Desktop for creating UI componen…
 — ○ ⏳ — N/A N/A — — —
27897
Interactive programming teacher using Scrimba's methodology for 10x retention
 — ○ — N/A N/A — 81 —
27898
Auxin-io
Generate a ready-to-run Python 'Hello, World!' script with streamable output. Q…
 — ○ — N/A N/A — 95 —
27899
NguyenTrinh3008
Auto-converts FastAPI endpoints into MCP tools for semantic search, data ingest…
 — ○ ⏳ — — — — 81 —
27900
NewsHUb-MCP
NewHUB Claim
Real-time news aggregation, search, NLP sentiment analysis, and personalized pr…
 — ○ — — — — 81 —
Showing 27851–27900 of 30006 servers
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