MCP Server Quality Scores

Independent quality analysis of 68965 public MCP servers

68965
Discovered
→
33703
Scored
→
2112
Verified
→
16953
Complete

Last updated 5 hours, 58 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2001
malaksedarous
Provides AI coding assistants with context optimization tools including targete…
B 78 5⁄5 ◉ ⏳ 90 65 — 64 80 87
2002
Nipurn123
DuckDuckGo MCP Server ⚡ Claim 1
A free and unlimited web search server that enables AI models to search, crawl,…
B 78 5⁄5 ◉ ⏳ 94 62 — 48 80 100
2003
raidenrock
Enables AI assistants to interact with USCardForum, a Discourse-based community…
B 78 5⁄5 ◉ ⏳ 72 100 — 31 80 94
2004
ARadRareness
mcp-registry Claim 1
A central registry and HTTP interface for coordinating Model Context Protocol (…
B 78 5⁄4 ◉ ⏳ 90 61 N/A 40 87 100
2005
levz0r
html-to-markdown-mcp ⚡ Claim 2
MCP server for converting HTML to Markdown using Turndown.js. Fetch web pages a…
B 78 5⁄5 ◉ ⏳ 75 100 N/A 62 92 53
2006
GoneTone
用於取得臺灣中央氣象署 API 資料的 Model Context Protocol (MCP) Server
B 78 5⁄4 ◉ ⏳ 72 72 N/A 72 83 94
2007
hi5d
AMC MCP Server ⚡ Claim
Provides a comprehensive movie booking experience for AMC Theatres, enabling us…
B 78 5⁄5 ◉ ⏳ 78 82 — 39 81 99
2008
JustAzul
web-scrapper-stdio ⚡ Claim
A headless web scraping server that extracts main content from web pages into M…
B 78 5⁄5 ◉ ⏳ 90 65 — 55 82 94
2009
jhirono
A Model Context Protocol service for Claude that enables natural language inter…
B 78 5⁄5 ◉ ⏳ 72 100 — 22 81 100
2010
jinzcdev
MCP server enabling automated access to **LeetCode**'s programming problems, so…
B 78 5⁄5 ◉ ⏳ 61 100 — 50 81 93
2011
SojiroPopo
Exposes ArcGIS Pro geoprocessing capabilities to LLMs via the arcpy library, en…
B 78 4⁄4 ◉ ⏳ 84 N/A N/A 25 95 95
2012
pokutuna
provides direct access to your browser's open tabs content. No additional fetch…
B 78 5⁄4 ◉ ⏳ 66 58 N/A 84 90 99
2013
SuperPiTT
Provides Claude with persistent memory and learning capabilities through 10 aut…
B 78 5⁄4 ◉ ⏳ 84 61 N/A 58 90 92
2014
Cortivium
Cortivium Claim
Enables reliable AI behavior control by registering Ghost Skills as MCP tools t…
B 78 5⁄4 ◉ ⏳ 100 41 — 60 87 96
2015
nearai
NEAR MCP ⚡ Claim
Interact with the NEAR blockchain through MCP calls
B 78 5⁄5 ◉ ⏳ 86 58 — 76 78 95
2016
mhalder
qdrant-mcp-server ⚡ Claim 1
MCP server for semantic search using local Qdrant vector database and OpenAI em…
B 78 5⁄4 ◉ ⏳ 94 36 N/A 83 95 85
2017
82deutschmark
Helps ground AI agents in reality by fact-checking responses against official d…
B 78 5⁄5 ◉ ⏳ 84 71 — 55 81 95
2018
nickclyde
Web search using DuckDuckGo
B 78 5⁄5 ◉ ⏳ 88 60 — 58 83 99
2019
kimmywork
MCP MyZ Search ⚡ Claim
Enables web search across Bing, DuckDuckGo, and Google using Playwright automat…
B 78 5⁄4 ◉ ⏳ 78 75 N/A 45 95 91
2020
kittolau
Converts DOCX files to Markdown with formatting preservation and image extracti…
B 78 5⁄4 ◉ ⏳ 84 63 N/A 44 95 94
2021
BoweyLou
A Model Context Protocol server that provides comprehensive access to Obsidian …
B 78 5⁄5 ◉ ⏳ 85 72 — 57 81 89
2022
MissionSquad
THORChain MCP Server ⚡ Claim 1
Enables AI assistants to query THORChain blockchain data including transactions…
B 78 5⁄5 ◉ ⏳ 74 100 — 47 81 76
2023
MCPJam
inspector Claim
Testing and evaluation platform to chat, inspect, and debug MCP servers, MCP ap…
B 78 5⁄5 ◉ ⏳ 78 62 N/A 71 82 97
2024
elcukro
bank-mcp ⚡ Claim
Provides AI assistants with secure, read-only access to over 15,000 financial i…
B 78 5⁄4 ◉ ⏳ 66 67 N/A 62 95 100
2025
zcag
Search npm packages, get live registry data, and compare alternatives. No API k…
B 78 5⁄4 ◉ ⏳ 76 65 N/A 58 94 96
2026
adrian-dotco
Enables natural language time tracking and reporting for Harvest, including aut…
B 78 5⁄5 ◉ ⏳ 90 68 — 50 76 96
2027
Nabeelshar
FastAPI MCP Server ⚡ Claim 2
A Model Context Protocol server that provides tools for introspecting and analy…
B 78 5⁄4 ◉ ⏳ 81 70 N/A 45 90 99
2028
nirholas
Crypto Market Data ⚡ Claim
Real-time crypto prices OHLCV orderbook - Bitcoin Ethereum 10000+ tokens
B 78 5⁄5 ◉ ⏳ 90 50 N/A 64 83 99
2029
philiphess1
VibeCheck MCP Server ⚡ Claim 1
An AI-powered security audit tool that analyzes codebases for vulnerabilities u…
B 78 5⁄4 ◉ ⏳ 90 62 N/A 45 92 91
2030
grafana
loki-mcp ✓ ⚡ Claim
An MCP ( Model Context Protocol ) Server for Grafana Loki
B 78 5⁄4 ◉ ⏳ 72 67 N/A 56 95 100
2031
Master-Frank
XMind AI MCP ⚡ Claim 1
Enables conversion of multiple file formats (Markdown, HTML, Word, Excel, etc.)…
B 78 5⁄5 ◉ ⏳ 90 82 — 57 81 73
2032
enderekici
Enables AI assistants to interact with Trading 212 investment accounts for port…
B 78 5⁄5 ◉ ⏳ 78 73 — 64 82 92
2033
Talljack
Enables comprehensive content management through Markdown processing, HTML rend…
B 78 5⁄4 ◉ ⏳ 94 60 N/A 34 90 99
2034
siva-sub
Ghost CMS MCP Server ⚡ Claim 1
Enables comprehensive automation and management of Ghost CMS blogs through AI a…
B 78 5⁄5 ◉ ⏳ 90 67 — 49 80 97
2035
mikechao
balldontlie-mcp ⚡ Claim
MCP server that integrates balldontlie api to provide information about players…
B 78 5⁄4 ◉ ⏳ 66 66 N/A 69 91 100
2036
drfccv
mcp-server-12306 ⚡ Claim 1
An MCP server that provides 12306 ticket query
B 78 5⁄5 ◉ ⏳ 69 91 N/A 57 95 74
2037
guangxiangdebizi
URL2QR ⚡ Claim
Convert any link into a QR code and get a shareable image link in seconds. Crea…
B 78 5⁄4 ◉ ⏳ 96 45 N/A 44 95 100
2038
davidhariri
Provides access to real-time LLM pricing, speed metrics, and performance benchm…
B 78 5⁄5 ◉ ⏳ 90 71 — 45 82 94
2039
TheNomadInOrbit
Vision MCP Server ⚡ Claim
Enables vision capabilities for any AI model by routing image analysis requests…
B 78 5⁄5 ◉ ⏳ 86 72 — 46 81 95
2040
danielsimonjr
fzf MCP Server ⚡ Claim 1
Enables fuzzy file searching, list filtering, and content searching using fzf's…
B 78 5⁄5 ◉ ⏳ 94 83 N/A 50 95 55
2041
menesekinci
Archives posts from X into a local SQLite database and provides tools for seman…
B 78 5⁄4 ◉ ⏳ 90 63 N/A 30 95 99
2042
jefdiesel
clawphunks Claim
Mint and trade ClawPhunks NFTs - 10k pixel punks for AI agents. x402 payment, e…
B 78 5⁄4 ◉ ⏳ 86 71 N/A 32 95 94
2043
rdwj
MCP Test MCP ⚡ Claim 1
A specialized testing harness that enables AI assistants to thoroughly test oth…
B 78 5⁄5 ◉ ⏳ 86 82 — 41 81 91
2044
tanevanwifferen
DocsScraper Claim
Scrape documentation for libraries and API's
B 78 5⁄4 ◉ ⏳ 96 71 N/A 21 95 91
2045
artmann
package-registry-mcp ⚡ Claim 1
MCP server for searching and getting up-to-date information about NPM, Cargo, P…
B 78 5⁄4 ◉ ⏳ 67 61 N/A 70 95 100
2046
domdomegg
Google Sheets ⚡ Claim
Allow AI systems to read, write, and query spreadsheet data via Google Sheets.
B 78 5⁄4 ◉ ⏳ 94 72 N/A 52 75 87
2047
mariotaddeucci
Template MCP ⚡ Claim
A secure MCP server using FastMCP and Eunomia Authorization, providing granular…
B 78 5⁄5 ◉ ⏳ 80 72 — 53 81 97
2048
wenyen-hsu
BlenderMCP ⚡ Claim 1
Connects Blender to Claude AI through the Model Context Protocol, enabling AI-a…
B 78 5⁄5 ◉ ⏳ 66 82 N/A 46 95 96
2049
OnboardedInc
Onboarded MCP Server ⚡ Claim 2
Enables AI assistants to interact with the Onboarded platform through automatic…
B 78 5⁄4 ◉ ⏳ 92 72 N/A 30 92 90
2050
stilllovee
Provides tools for executing shell commands both synchronously and asynchronous…
B 78 5⁄5 ◉ ⏳ 78 100 N/A 29 95 74
Showing 2001–2050 of 68965 servers
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