MCP Server Quality Scores

Independent quality analysis of 69027 public MCP servers

69027
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 49 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6201
box-community
MCP Server Box ⚡ Claim
A Python server that enables interaction with Box files and folders through the…
B 72 5⁄5 ◉ ⏳ 76 41 — 67 78 100
6202
MuShan-bit
Freesound MCP ⚡ Claim
Enables searching and downloading audio samples from Freesound using keywords, …
B 72 5⁄5 ◉ ⏳ 66 66 — 50 80 94
6203
Alexliu13483
Weather MCP ⚡ Claim
Enables weather data retrieval and visualization with support for geocoding, mu…
B 72 5⁄5 ◉ ⏳ 78 68 — 45 81 80
6204
Positronikal
A comprehensive server that enables AI assistants to generate, configure, and m…
B 72 5⁄5 ◉ ⏳ 66 82 N/A 72 95 40
6205
gyger
Integrates local Zotero libraries with Claude's Desktop interface, allowing use…
B 72 5⁄4 ◉ ⏳ 76 58 N/A 45 89 88
6206 B 72 5⁄5 ◉ ⏳ 78 100 N/A 45 84 37
6207
kimwwk
repocrunch ⚡ Claim
MCP server that gives AI agents structured, ground-truth GitHub repository inte…
B 72 5⁄4 ◉ ⏳ 70 37 N/A 67 94 94
6208
vdmeu
registrum-mcp ⚡ Claim 2
UK Companies House data via the Registrum API — search companies, get enriched …
B 72 5⁄5 ◉ ⏳ 74 100 — 39 83 50
6209
trkbt10
A Model Context Protocol (MCP) server that provides TypeScript development tool…
B 72 5⁄4 ◉ ⏳ 84 55 N/A 24 95 90
6210
LostInBrittany
A domain-specific MCP server that provides optimized API access to the RAGmonst…
B 72 5⁄5 ◉ ⏳ 80 58 — 36 80 96
6211
wyattjoh
jsr-mcp ⚡ Claim
Model Context Protocol server for the JSR (JavaScript Registry)
B 72 5⁄5 ◉ ⏳ 66 71 — 42 82 94
6212
rajsodhi-2
JIRA MCP Server ⚡ Claim
Enables Claude AI to interact with JIRA for project management and issue tracki…
B 72 5⁄5 ◉ ⏳ 88 52 — 37 81 93
6213
ShenghaiWang
xcodebuild ⚡ Claim
Build iOS Xcode workspace/project and feed back errors to llm.
B 72 5⁄4 ◉ ⏳ 78 52 N/A 48 87 92
6214
hmatt1
mcp4mcp ⚡ Claim
A Meta MCP Server that provides persistent memory and intelligent guidance for …
B 72 5⁄5 ◉ ⏳ 80 55 — 50 74 95
6215
NOVA-3951
Parcel MCP Server ⚡ Claim
Enables AI assistants to track and manage deliveries by interacting with the Pa…
B 72 5⁄5 ◉ ⏳ 72 67 — 32 80 99
6216
jqlts1
Enhanced Model Context Protocol server that transforms OmniFocus into an AI-pow…
B 72 5⁄4 ◉ ⏳ 70 63 N/A 51 95 77
6217
toolwright-adk
Bootstrap Linear projects from natural language — milestones, epics, issues, an…
B 72 5⁄4 ◉ ⏳ 60 72 N/A 63 78 87
6218
GumpperGroup
Enables AI applications to search and analyze UNLOCK MLS real estate data throu…
B 72 5⁄5 ◉ ⏳ 84 67 — 26 80 91
6219
lincw
CWA MCP Server Claim 1
A lightweight Node.js server that connects Claude Desktop to Taiwan's Central W…
B 72 5⁄5 ◉ ⏳ 80 100 — 40 82 40
6220
JeffChenWH
Enables AI assistants to deploy and manage static websites directly through Edg…
B 72 5⁄5 ◉ ⏳ 88 58 — 27 81 92
6221
mamertofabian
ElevenLabs MCP Server ⚡ Claim 1
Integrates with ElevenLabs text-to-speech API.
B 72 5⁄5 ◉ ⏳ 84 48 — 48 81 95
6222
jiawang1
A stateless HTTP streaming MCP server built with Express that provides tools to…
B 72 5⁄4 ◉ ⏳ 78 41 N/A 40 95 98
6223
1RB
mongo-mcp ⚡ Claim 2
MCP server that provide tools to LLMs such as claude in cursor to interact with…
B 72 5⁄5 ◉ ⏳ 90 65 N/A 19 80 91
6224
yzfly
ArXiv Paper MCP ⚡ Claim 1
Provides paper search, PDF link retrieval, and content parsing for arXiv resear…
B 72 5⁄5 ◉ ⏳ 80 60 — 44 82 88
6225
aidancorrell
Spark SQL ⚡ Claim 1
Query Spark SQL clusters via Thrift/HiveServer2. Works with Spark, EMR, Hive, I…
B 72 5⁄4 ◉ ⏳ 76 47 N/A 80 67 98
6226
vinhphatfsg
MCP server for CSV/JSON data transformation using YAML rules
B 72 5⁄4 ◉ ⏳ 75 33 N/A 76 95 88
6227
ECNU3D
Enables creation and management of structured game worlds for text adventures a…
B 72 5⁄5 ◉ ⏳ 78 65 — 34 81 94
6228
therealcoiffeur
Exposes the Acunetix Scanner API as a streamable HTTP MCP server, allowing clie…
B 72 5⁄5 ◉ ⏳ 86 73 — 29 81 78
6229
UpperMoon0
Web-Scout ⚡ Claim
Enables AI-powered web searches using DuckDuckGo with automatic summarization v…
B 72 5⁄5 ◉ ⏳ 78 66 — 30 81 94
6230
pwilkin
SearXNG MCP Server ⚡ Claim 1
An MCP server that allows searching through public SearXNG instances by parsing…
B 72 5⁄5 ◉ ⏳ 63 100 — 53 81 56
6231
kosiew
Provides safe shell command execution capabilities for AI agents and tools like…
B 72 5⁄5 ◉ ⏳ 84 62 — 24 81 95
6232
MatthewDailey
MCP Starter Server ⚡ Claim
This server provides a minimal template for creating AI assistant tools using t…
B 72 5⁄4 ◉ ⏳ 62 65 N/A 48 94 90
6233
Bankless
onchain-mcp Claim
Bankless Onchain API to interact with smart contracts, query transaction and to…
B 72 5⁄5 ◉ ⏳ 80 60 — 37 82 92
6234
jay-arora31
IPL MCP Server ⚡ Claim
Provides natural language access to IPL cricket match data, allowing users to q…
B 72 5⁄4 ◉ ⏳ 84 51 N/A 21 95 94
6235
elchika-inc
Intelligently detects package managers and provides unified access to documenta…
B 72 5⁄5 ◉ ⏳ 90 58 — 26 82 93
6236
milind-kulshrestha
FRED MCP Server Claim 1
A Model Context Protocol server that provides access to Federal Reserve Economi…
B 72 5⁄5 ◉ ⏳ 81 68 — 16 81 98
6237
brainupgrade-in
Notes Manager ⚡ Claim
A TypeScript-based MCP server that enables AI assistants to create, search, lis…
B 72 5⁄4 ◉ ⏳ 78 55 N/A 33 95 92
6238
lundgrenalex
Provides access to FishBase marine biology data including species information, …
B 72 5⁄5 ◉ ⏳ 86 100 — 23 81 46
6239
RSS3-Network
RSS3 MCP Server ⚡ Claim 2
An MCP server implementation that integrates the RSS3 API, allowing users to qu…
B 72 5⁄5 ◉ ⏳ 65 100 — 60 81 47
6240
bnookala
MCP Emotional Support ⚡ Claim 1
Provides a therapeutic interface for LLMs to receive emotional validation and p…
B 72 5⁄5 ◉ ⏳ 86 53 — 39 80 92
6241
vulnersCom
vulners-mcp ⚡ Claim 1
MCP server for the Vulners.com API
B 72 5⁄4 ◉ ⏳ 57 68 N/A 51 95 89
6242
skysqlinc
skysql-mcp ⚡ Claim
Serverless MariaDB Cloud DB MCP server. Tools to launch, delete, execute SQL an…
B 72 5⁄5 ◉ ⏳ 68 68 — 45 76 99
6243
SUSE
suse-ai-up Claim
A comprehensive platform for managing and proxying Model Context Protocol (MCP)…
B 72 5⁄4 ◉ ⏳ 90 41 N/A 60 95 71
6244
KunihiroS
A bridge between MCP Host applications and mem0 cloud service, specialized for …
B 72 5⁄5 ◉ ⏳ 88 55 — 35 80 90
6245
nileshphapale142
Enables AI assistants to access, search, and analyze Google Spreadsheets throug…
B 72 5⁄5 ◉ ⏳ 72 66 — 39 81 94
6246
e2b-dev
mcp-server ⚡ Claim
Giving Claude ability to run code with E2B via MCP (Model Context Protocol)
B 72 5⁄4 ◉ ⏳ 70 38 N/A 72 100 82
6247
Bablu-singh
Enables schema-aware exploration of JSON data by uploading samples, flattening …
B 72 5⁄5 ◉ ⏳ 78 65 — 24 82 97
6248
muxuuu
TalkToAnki ⚡ Claim 3
An MCP server that enables AI assistants to seamlessly manage Anki flashcards, …
B 72 5⁄5 ◉ ⏳ 49 82 N/A 48 92 86
6249
aadarshvelu
Derive MCP Server ⚡ Claim
Provides market data from Derive.xyz, allowing users to query currencies, instr…
B 72 5⁄5 ◉ ⏳ 78 100 — 31 81 51
6250
GuoChen-thlg
iconfont-mcp Claim
Enables searching, downloading, and managing SVG icons from iconfont.cn, China'…
B 72 5⁄5 ◉ ⏳ 72 72 — 38 80 89
Showing 6201–6250 of 69027 servers
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