MCP Server Quality Scores

Independent quality analysis of 69070 public MCP servers

69070
Discovered
→
33788
Scored
→
2112
Verified
→
16953
Complete

Last updated 12 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8301
AITech-Team
RAGFlow MCP Server ⚡ Claim
Enables interaction with the RAGFlow API to manage knowledge base datasets and …
C 69 5⁄5 ◉ ⏳ 78 63 — 26 80 88
8302
QaziAbsaar
LMS MCP Server ⚡ Claim 1
Automates interactions with the PAF-IAST University LMS to provide AI assistant…
C 69 5⁄4 ◉ ⏳ 72 55 N/A 21 90 97
8303
mingle98
Provides image compliance checking, recipe lookup, file operations (read/write/…
C 69 5⁄5 ◉ ⏳ 68 71 — 42 81 74
8304
up2itnow0822
W3C WebMCP toolkit for Chrome 146. Expose any website as a structured MCP serve…
C 69 5⁄4 ◉ ⏳ 90 60 N/A 39 95 46
8305
kpanuragh
SSH MCP Server ⚡ Claim
Enables remote server management through SSH and SFTP, supporting command execu…
C 69 5⁄5 ◉ ⏳ 78 53 — 24 81 99
8306
hrrrsn
mcp-vnc ⚡ Claim 1
An MCP server that allows AI agents to remotely control Windows, Linux, and mac…
C 69 5⁄5 ◉ ⏳ 71 75 — 67 81 46
8307
ziyadmir
Provides comprehensive NBA player statistics from basketball-reference.com, del…
C 69 5⁄5 ◉ ⏳ 72 48 — 37 82 100
8308
jodur
RDW MCP Server ⚡ Claim
Provides tools to query Dutch vehicle registration data through the official RD…
C 69 5⁄5 ◉ ⏳ 66 100 — 50 82 34
8309
Aryeon0228
BlenderMCP ⚡ Claim
Enables Claude Desktop to control Blender 5.0.1 on Windows for tasks such as cr…
C 69 5⁄4 ◉ ⏳ 72 56 N/A 27 84 99
8310
thaihoangminh
Enables AI assistants to interact with GitLab merge requests, review code chang…
C 69 5⁄5 ◉ ⏳ 72 68 — 28 74 92
8311
dockersamples
MCP server providing Docker Desktop release notes and security information.
C 69 5⁄4 ◉ ⏳ 48 52 N/A 61 95 97
8312
svarun115
Gmail MCP Server ⚡ Claim
Connects to Gmail accounts to search emails, retrieve full email content, and p…
C 69 5⁄4 ◉ ⏳ 78 41 N/A 40 89 92
8313
OuchiniKaeru
MCP Data Analyzer ⚡ Claim
Enables loading and statistical analysis of .xlsx and .csv files with visualiza…
C 69 5⁄4 ◉ ⏳ 84 26 N/A 48 95 86
8314
doggybee
mcp-server-leetcode ⚡ Claim 1
An MCP server that enables AI models to search, retrieve, and solve LeetCode pr…
C 69 5⁄5 ◉ ⏳ 55 60 — 50 80 99
8315
TheAlchemist6
CodeCompass MCP ⚡ Claim
An enterprise-grade Model Context Protocol server that provides comprehensive G…
C 69 5⁄5 ◉ ⏳ 90 57 N/A 53 95 40
8316
shadowcz007
mcp_server_exe ⚡ Claim
小智 & Cursor 的 MCP 启动器 - MCP For Cursor&xiaozhi。打包成可执行文件。Turn MCP server into an…
C 69 5⁄5 ◉ ⏳ 96 28 N/A 74 81 62
8317
alexalexalex222
Design-first MCP for coding agents that improves websites with screenshot-groun…
C 69 5⁄4 ◉ ⏳ 78 27 N/A 59 95 84
8318
RFingAdam
Provides instant access to EMC emission limits, frequency allocations, restrict…
C 69 5⁄5 ◉ ⏳ 90 47 — 26 81 89
8319
pragmar
Advanced search and retrieval for web crawler data. Supports WARC, wget, Katana…
C 69 5⁄4 ◉ ⏳ 94 20 N/A 48 90 88
8320
Xiawpohr
MetaMask MCP ⚡ Claim 1
A Model Context Protocol server that allows LLMs to interact with blockchain th…
C 69 5⁄4 ◉ ⏳ 51 60 N/A 44 95 97
8321
TomokiIshimine
Enables seamless integration between Claude AI and Dify Workflow through the Mo…
C 69 5⁄5 ◉ ⏳ 78 68 — 32 82 73
8322
djyde
browser-mcp Claim 1
A MCP server that allows AI assistants to interact with the browser, including …
C 69 5⁄4 ◉ ⏳ 69 50 N/A 28 90 100
8323
joshuaboys
datetime-mcp ⚡ Claim 1
A lightweight MCP server that provides date and time tools, including the abili…
C 69 5⁄4 ◉ ⏳ 54 71 N/A 46 92 77
8324
kevinwatt
Shell-MCP ⚡ Claim 4
A secure MCP server for executing whitelisted shell commands with resource and …
C 69 5⁄5 ◉ ⏳ 78 75 N/A 49 91 43
8325
Angad-2002
Enables managing AI meeting bots that can join, record, transcribe meetings, sp…
C 69 5⁄5 ◉ ⏳ 78 75 N/A 43 95 43
8326
appleinmusic
Enables AI assistants to perform intelligent web searches using the Baidu Wenxi…
C 69 5⁄5 ◉ ⏳ 72 68 — 39 81 74
8327
StarRocks
StarRocks MCP (Model Context Protocol) Server
C 69 5⁄5 ◉ ⏳ 74 33 N/A 67 80 96
8328
alesanabriav7
Enables users to retrieve current weather information for any city location. Pr…
C 69 5⁄4 ◉ ⏳ 72 47 N/A 22 95 100
8329
simonliu-moltbot
Provides information about animals at the Taipei Zoo, including their habits, h…
C 69 5⁄4 ◉ ⏳ 72 53 N/A 22 95 93
8330
xrusjohn
MCP RSS Server ⚡ Claim 1
A Model Context Protocol server that allows interaction with RSS feeds, enablin…
C 69 5⁄5 ◉ ⏳ 69 58 — 48 82 86
8331
dbsmith7491
This MCP server enables users to interact with AWS Amplify Gen2 application dat…
C 69 5⁄5 ◉ ⏳ 66 71 — 26 76 98
8332
AllenMaxi
ContextGraph ⚡ Claim 1
Shared memory bus for MCP-compatible agents with permissions, subscriptions, an…
C 69 5⁄4 ◉ ⏳ 90 0 N/A 79 87 96
8333
chemany
A full-featured content management platform for Today's Headlines that supports…
C 69 5⁄4 ◉ ⏳ 54 66 N/A 26 95 96
8334
kongyo2
An MCP server for EVE Online that provides EVE Server Time (EST) information an…
C 69 5⁄5 ◉ ⏳ 45 87 — 43 81 87
8335
VikrantSingh01
adaptive-cards-mcp ⚡ Claim
Generate, validate, and optimize Adaptive Cards for Teams, Outlook, and Copilot.
C 69 5⁄4 ◉ ⏳ 90 0 N/A 77 92 90
8336
dustland
Genesis MCP Server ⚡ Claim
A Model Context Protocol (MCP) server for running Genesis World simulations wit…
C 69 5⁄4 ◉ ⏳ 74 53 N/A 44 80 89
8337
WarTech9
clawswap Claim
Cross-chain swaps between Solana and Base for AI agents paid for via via x402 m…
C 69 5⁄4 ◉ ⏳ 72 63 N/A 50 67 92
8338
nzjami
Playwright MCP ⚡ Claim 1
A Model Context Protocol server that provides browser automation capabilities u…
C 69 5⁄5 ◉ ⏳ 57 67 — 54 81 88
8339
jacksteamdev
A Model Context Protocol server that provides database interaction capabilities…
C 69 5⁄4 ◉ ⏳ 57 57 N/A 44 95 92
8340
A-Quark2005
WhkerDB MCP Server ⚡ Claim 1
Enables interaction with the WhkerDB shared PDF editor to manage collaborative …
C 69 5⁄5 ◉ ⏳ 72 66 — 24 76 94
8341
eunomia-bpf
MCPtrace Claim
MCP server: using eBPF to tracing your kernel
C 69 5⁄4 ◉ ⏳ 68 37 N/A 56 95 89
8342
DanielFluxman
Alexandria2 ⚡ Claim
An autonomous academic research and publishing platform that enables AI agents …
C 69 5⁄5 ◉ ⏳ 76 82 — 45 81 52
8343
dylan-gluck
An MCP server that enables coding agents to execute and manage long-running she…
C 69 5⁄5 ◉ ⏳ 63 62 — 31 81 100
8344
snowild
Redmine MCP Server ⚡ Claim 1
A Model Context Protocol server that enables Claude Code to directly interact w…
C 69 5⁄5 ◉ ⏳ 57 52 — 68 81 90
8345
scarqin
MCP-APIKit Claim
A microservice control plane server that integrates with Windsurf IDE by fetchi…
C 69 5⁄5 ◉ ⏳ 80 57 — 31 80 86
8346
BryR0
SQL MCP Server ⚡ Claim 1
Enables AI models to interact with multiple database types (MySQL, MSSQL, Oracl…
C 69 5⁄5 ◉ ⏳ 80 46 — 42 71 100
8347
currentspace
A secure MCP server that enables querying PostgreSQL databases through an SSH t…
C 69 5⁄5 ◉ ⏳ 78 58 — 22 81 94
8348
robmatesick
MkDocs MCP Server ⚡ Claim
Enables AI assistants to access and search MkDocs documentation through tools f…
C 69 5⁄5 ◉ ⏳ 72 45 — 44 82 97
8349
rrq974kf
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
C 69 5⁄5 ◉ ⏳ 60 70 — 27 81 100
8350
carlosedp
Windows MCP Server ⚡ Claim
Exposes Windows system information and control tools including hardware stats, …
C 69 5⁄4 ◉ ⏳ 54 58 N/A 39 92 98
Showing 8301–8350 of 69070 servers
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