MCP Server Quality Scores

Independent quality analysis of 69070 public MCP servers

69070
Discovered
→
33788
Scored
→
2112
Verified
→
16953
Complete

Last updated 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8451
jacksteamdev
A Model Context Protocol server that provides database interaction capabilities…
C 69 5⁄4 ◉ ⏳ 57 57 N/A 44 95 92
8452
ConstantineB6
comfy-pilot ⚡ Claim 1
MCP server for ComfyUI that lets AI agents view, edit, and run node-based image…
C 69 5⁄4 ◉ ⏳ 75 31 N/A 68 90 82
8453
dayongd1
Enables secure file uploads to Amazon S3 with progress tracking and presigned U…
C 69 5⁄5 ◉ ⏳ 66 65 — 40 81 89
8454
NitayRabi
FitBit MCP ⚡ Claim
A Model Context Protocol (MCP) implementation for Fitbit, enabling AI assistant…
C 69 5⁄5 ◉ ⏳ 60 71 — 49 81 83
8455
gaopengbin
cesium-mcp ⚡ Claim
AI-powered 3D globe control via MCP. Connect any MCP-compatible AI agent to Ces…
C 69 5⁄4 ◉ ⏳ 72 31 N/A 63 92 87
8456
Meerkats-Ai
Hatch MCP Server ⚡ Claim 1
A Model Context Protocol server for Hatch API integration that provides tools f…
C 69 5⁄5 ◉ ⏳ 69 68 — 20 81 98
8457
linancn
TianGong-AI-MCP ⚡ Claim
A Model Context Protocol (MCP) server that supports STDIO, SSE and Streamable H…
C 69 5⁄5 ◉ ⏳ 62 65 — 42 81 90
8458
berkayderin
nextscan ⚡ Claim
MCP server that scans Next.js projects and returns a compact summary
C 69 5⁄5 ◉ ⏳ 48 100 N/A 50 95 47
8459
YangLiangwei
PersonalizationMCP ⚡ Claim
Aggregate personal data from Steam, YouTube, Bilibili, Spotify, Reddit and othe…
C 69 5⁄5 ◉ ⏳ 82 43 — 46 76 93
8460
JackKuo666
🔍 A biomedical literature annotation and relationship mining server based on Pu…
C 69 5⁄5 ◉ ⏳ 70 52 — 37 83 100
8461
evlon
Enables interaction with ZenTao bug tracking system to search products, query a…
C 69 5⁄5 ◉ ⏳ 68 71 — 31 76 89
8462
nasoma
Joomla MCP Server ⚡ Claim
Joomla MCP Server
C 69 5⁄5 ◉ ⏳ 76 47 — 47 81 91
8463
HGraphPunks
A production-ready Node.js server that enables decentralized communication betw…
C 69 5⁄5 ◉ ⏳ 72 70 — 23 76 94
8464
chunkydotdev
bldbl-mcp ⚡ Claim 1
Official MCP server for Buildable AI-powered development platform [bldbl.dev](h…
C 69 5⁄5 ◉ ⏳ 60 71 — 48 81 80
8465
shreyaskarnik
A Model Context Protocol server that provides Claude and other LLMs with read-o…
C 69 5⁄5 ◉ ⏳ 63 55 — 46 82 100
8466
a1official
A comprehensive MCP server providing advanced Redmine project analytics, web au…
C 69 5⁄5 ◉ ⏳ 78 56 — 30 81 88
8467
Melostack
Connects IDEs to the Framer and Framer Motion ecosystem by providing animation …
C 69 5⁄5 ◉ ⏳ 72 95 N/A 30 95 34
8468
jenius-group
A server that enables control of smart home devices through the Jenius AI agent…
C 69 5⁄5 ◉ ⏳ 62 70 — 39 81 88
8469
mdrafee03
Lokalise MCP Tool ⚡ Claim 1
An MCP server that enables users to add translation keys to Lokalise projects u…
C 69 5⁄5 ◉ ⏳ 57 68 — 47 80 90
8470
aeon-seraph
A server that enables language models to perform web searches through SearXNG u…
C 69 5⁄5 ◉ ⏳ 72 100 — 38 81 38
8471
hasanoz07
Enables AI models to fetch and summarize Gmail messages, send emails with attac…
C 69 5⁄5 ◉ ⏳ 84 53 — 19 81 92
8472
calumjs
MCP Label Printer ⚡ Claim 1
Enables printing labels with QR codes and text to a Brother QL-810W printer via…
C 69 5⁄4 ◉ ⏳ 78 52 N/A 21 90 94
8473
devashish234073
A simple Node.js MCP server that exposes three tools: greet for personalized me…
C 69 5⁄4 ◉ ⏳ 72 47 N/A 25 95 96
8474
jerroldneal
An MCP server that uses Puppeteer and headless Chrome to scrape YouTube transcr…
C 69 5⁄5 ◉ ⏳ 75 56 — 26 80 100
8475
JustaName-id
ENS MCP Server ⚡ Claim
Interact with the Ethereum Name Service to resolve names, check availability, a…
C 69 5⁄5 ◉ ⏳ 60 61 N/A 46 81 95
8476
ariffazil
Constitutional AI governance: 11 mega-tools, 13 floors, VAULT999 ledger. Human-…
C 69 5⁄5 ◉ ⏳ 66 36 — 83 77 93
8477
TechSuvam
Provides mathematical operation tools including basic arithmetic (add, subtract…
C 69 5⁄5 ◉ ⏳ 78 58 — 19 81 99
8478
c20020207
AppSignal MCP Server ⚡ Claim 1
A Model Context Protocol server that connects to AppSignal, allowing users to f…
C 69 5⁄5 ◉ ⏳ 51 72 — 40 81 100
8479
relayprotocol
Relay MCP Server ⚡ Claim
A Model Context Protocol (MCP) server for Relay Protocol — cross-chain bridge a…
C 69 5⁄5 ◉ ⏳ 66 63 — 36 80 92
8480
maratsal
Enables querying and analyzing Falco security events from Falcosidekick UI thro…
C 69 5⁄5 ◉ ⏳ 72 71 — 19 80 88
8481
brunobenavent
Vercel MCP Adapter ⚡ Claim
Enables real-time communication between applications and AI models using the Mo…
C 69 5⁄5 ◉ ⏳ 60 68 — 33 81 100
8482
harshfolio
Enables LLMs to interact with Google Analytics 4 data through the Google Analyt…
C 69 5⁄4 ◉ ⏳ 88 43 N/A 19 92 89
8483
progress-all
ACOMO MCP Server ⚡ Claim 1
Enables interaction with ACOMO API through MCP tools and resources. Provides co…
C 69 5⁄5 ◉ ⏳ 72 82 — 51 80 49
8484
coleam00
Web crawling and RAG implementation that enables AI agents to scrape websites a…
C 69 5⁄5 ◉ ⏳ 84 31 — 50 81 98
8485
bibaram
MySQL MCP Server ⚡ Claim 1
A Model Context Protocol server that connects to MySQL databases, allowing exec…
C 69 5⁄4 ◉ ⏳ 57 52 N/A 40 95 100
8486
jackalterman
Provides Windows system diagnostic capabilities to AI agents, allowing them to …
C 69 5⁄5 ◉ ⏳ 84 75 N/A 24 95 50
8487
FYZAFH
mcp-codex-dev ⚡ Claim 1
An MCP server that integrates Codex CLI into Claude Code workflows for code wri…
C 69 5⁄4 ◉ ⏳ 57 63 N/A 41 92 88
8488
Dablclub
Polygon MCP Server ⚡ Claim
A Model Context Protocol (MCP) server that provides onchain tools for Claude AI…
C 69 5⁄5 ◉ ⏳ 78 60 — 22 81 90
8489
oculairmedia
Ghost MCP Server ⚡ Claim 1
A Model Context Protocol server that enables management of Ghost blog content (…
C 69 5⁄5 ◉ ⏳ 63 68 — 33 77 99
8490
qso-graph
hamqth-mcp ⚡ Claim
MCP server for HamQTH.com — callsign lookup, DX cluster spots, Reverse Beacon N…
C 69 5⁄4 ◉ ⏳ 78 41 — 38 92 92
8491
aynul-abedin
my-mcp-server ⚡ Claim
C 69 5⁄4 ◉ ⏳ 66 61 N/A 24 95 91
8492
a-yushko
MCP-CLIO Claim
Exposes Creatio CLI (CLIO) commands as tools for AI agents to manage Creatio en…
C 69 5⁄4 ◉ ⏳ 66 66 N/A 35 87 86
8493
NandiniLReddy
A Model Context Protocol server that enables AI assistants to manage Gmail thro…
C 69 5⁄5 ◉ ⏳ 51 68 — 43 81 99
8494
Shameerpc5029
Notion MCP Server ⚡ Claim
Enables AI assistants to search, create, and manage Notion workspace content in…
C 69 5⁄5 ◉ ⏳ 72 68 — 21 80 91
8495
ssonthal
A Model Context Protocol server that integrates with Zerodha APIs for automated…
C 69 5⁄5 ◉ ⏳ 63 66 — 26 81 100
8496
jsukup
Medium MCP Server ⚡ Claim 1
A protocol server that enables programmatic interaction with Medium's content e…
C 69 5⁄5 ◉ ⏳ 68 68 — 25 82 94
8497
himly0302
Web Analysis MCP ⚡ Claim 1
Enables intelligent web searching using SearXNG with content crawling via Creep…
C 69 5⁄5 ◉ ⏳ 72 71 — 37 76 80
8498
GongRzhe
JSON MCP Server ⚡ Claim 4
A Model Context Protocol server implementation that enables LLMs to query and m…
C 69 5⁄5 ◉ ⏳ 77 100 — 42 69 42
8499
vinothvino42
Enables AI assistants to search and retrieve real-time job listings from the Te…
C 69 5⁄4 ◉ ⏳ 70 55 N/A 19 95 93
8500
soukadao
Enables the previewing of GitHub Flavored Markdown (GFM) as an MCP application.…
C 69 5⁄5 ◉ ⏳ 66 61 — 32 82 100
Showing 8451–8500 of 69070 servers
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