MCP Server Quality Scores

Independent quality analysis of 69153 public MCP servers

69153
Discovered
→
33849
Scored
→
2112
Verified
→
16953
Complete

Last updated 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14751
pgzhang
Enables web search capabilities through a remote smart search API with configur…
D 45 6⁄6 ◉ ⏳ 78 0 0 27 81 84
14752
rafsilva85
An MCP server that reduces Manus AI credit usage by up to 75% through intellige…
D 45 6⁄6 ◉ ⏳ 51 0 0 60 81 95
14753
raju-deriv
Deriv API MCP Server ⚡ Claim 2
A Model Context Protocol server that enables AI assistants to interact with the…
D 45 6⁄6 ◉ ⏳ 45 30 0 19 81 96
14754
HosakaKeigo
Provides a Model Context Protocol (MCP) server that enables LLMs to directly ac…
D 45 6⁄6 ◉ ⏳ 54 56 0 22 81 51
14755
Fewsats
Fewsats MCP Server ⚡ Claim 1
An MCP server that integrates with Fewsats allowing AI agents to securely purch…
D 45 6⁄6 ◉ ⏳ 45 32 0 26 81 92
14756
jakenuts
An MCP server for searching and visualizing SolarWinds Observability logs, allo…
D 45 6⁄6 ◉ ⏳ 51 30 0 25 81 82
14757
handaas
Provides comprehensive import/export trade data queries including export trends…
D 45 6⁄6 ◉ ⏳ 60 31 0 18 81 78
14758
figstra
UseWebhook MCP ⚡ Claim
Enables generating webhook endpoints for testing, inspecting and comparing HTTP…
D 45 6⁄4 ◉ ⏳ 62 17 0 39 95 57
14759
lucky-dersan
Gemini MCP Server ⚡ Claim
A Python-based MCP server that enables integration of Gemini AI models with MCP…
D 45 6⁄6 ◉ ⏳ 48 33 0 18 81 91
14760
plainyogurt21
Provide structured access to ClinicalTrials.gov data for searching, retrieving,…
D 45 6⁄6 ◉ ⏳ 60 10 0 25 80 100
14761
lineex
Search PubMed with precision using keyword and journal filters and smart sortin…
D 45 6⁄6 ◉ ⏳ 48 33 0 22 81 84
14762
cyberweasel777
BotIndex ⚡ Claim
Access a comprehensive suite of market intelligence for sports betting, cryptoc…
D 45 6⁄6 ◉ ⏳ 60 10 0 32 81 92
14763
Leilanigreer
A Model Context Protocol server that runs on Cloudflare Workers, enabling tools…
D 45 6⁄6 ◉ ⏳ 39 55 0 21 81 75
14764
carsxe
carsxe-mcp ⚡ Claim 1
MCP server for CarsXE vehicle data: VIN, specs, history, images, recalls, and O…
D 45 6⁄6 ◉ ⏳ 45 0 0 68 78 100
14765
SpaceFrontiers
mcp ⚡ Claim
Full-text retrieval: papers, books, patents, Wikipedia, Reddit, Telegram, YouTu…
D 45 6⁄6 ◉ ⏳ 62 0 0 46 81 89
14766
JunoJunHyun
Discover festivals worldwide by location, date, and genre. Compare options with…
D 45 6⁄6 ◉ ⏳ 54 56 0 24 81 52
14767
xiaobenyang-com
MBIT-Test Claim 1
An MCP server for the MBTI personality test, supporting AI assistants to guide …
D 45 6⁄6 ◉ ⏳ 57 40 0 45 81 47
14768
bhushangitfull
Manage files and folders directly from your workspace. Read and write files, li…
D 45 6⁄6 ◉ ⏳ 52 20 0 33 71 99
14769
dwdraju
Provides real-time transit data for OC Transpo in Ottawa, including live vehicl…
D 45 6⁄6 ◉ ⏳ 48 20 0 30 81 98
14770
johnhenry
A utility module for creating Model Context Protocol servers declaratively, all…
D 45 5⁄4 ◉ ⏳ 60 20 N/A 25 95 14
14771
mrugankpednekar
Track and split shared expenses across trips, events, and groups. Create groups…
D 45 6⁄6 ◉ ⏳ 32 35 0 33 80 98
14772
z23cc
A complete Midjourney MCP server that provides image generation features throug…
D 45 6⁄6 ◉ ⏳ 54 28 0 16 81 89
14773
tponscr-debug
Oracle-H Claim
Secure critical actions by requiring real-time human approval via Telegram befo…
D 45 6⁄6 ◉ ⏳ 66 10 0 21 81 93
14774
Tathagat017
A comprehensive document analysis server that performs sentiment analysis, keyw…
D 44 6⁄6 ◉ ⏳ 48 26 0 16 81 92
14775
esign-cn-open-source
e签宝 MCP Server ⚡ Claim
基于 Model Context Protocol (MCP) 的电子签署工具,支持文件上传、PDF转换、签署流程创建和状态查询等功能。
D 44 6⁄6 ◉ ⏳ 72 0 0 22 81 91
14776
crisschan
MCP-Repo2LLM ⚡ Claim 1
A MCP server that transforms code repositories from GitHub, GitLab, or local di…
D 44 6⁄6 ◉ ⏳ 33 26 0 42 81 94
14777
shiroi1229
Enables remote command execution on SSH hosts (NAS, Linux, VPS) through an HTTP…
D 44 6⁄6 ◉ ⏳ 54 26 0 21 81 80
14778
handaas
Provides manufacturing enterprise production capability analysis including capa…
D 44 6⁄6 ◉ ⏳ 60 35 0 22 81 64
14779
mike-novum
Jira MCP Server ⚡ Claim 1
An MCP server that enables interaction with the Jira API to retrieve time-track…
D 44 5⁄5 ◉ ⏳ 39 27 — 32 76 46
14780
Flux159
MCP Server Modal ⚡ Claim 2
An MCP server that allows users to deploy Python scripts to Modal directly from…
D 44 6⁄6 ◉ ⏳ 63 51 0 20 81 37
14781
alperenkocyigit
Discover co-authors and collaboration networks for any researcher. Extract rese…
D 44 6⁄6 ◉ ⏳ 64 10 0 19 81 91
14782
scmdr
A Model Context Protocol server that enables AI models to interact with SourceS…
D 44 6⁄6 ◉ ⏳ 51 36 0 20 81 76
14783
ericnsibley
An MCP server that connects to a SQLite database of Zillow real estate data, en…
D 44 6⁄6 ◉ ⏳ 29 41 0 28 81 93
14784
Surendhar-23
NoteFlow-MCP ⚡ Claim 1
An MCP server that used to create notes
D 44 6⁄6 ◉ ⏳ 35 32 0 32 81 93
14785
rajeshmalaisamy
An MCP server that provides jokes on demand, allowing users to request differen…
D 44 6⁄6 ◉ ⏳ 33 25 0 41 81 93
14786
xiaobenyang-com
How-To-Cook Claim
An AI recipe recommendation server based on the MCP protocol, providing functio…
D 43 6⁄6 ◉ ⏳ 72 36 0 44 81 20
14787
heyibad
Enables interaction with QuickBooks Online through OAuth authentication. Suppor…
D 43 5⁄5 ◉ ⏳ 56 12 — 26 81 35
14788
emi-dm
An MCP server that enables intelligent searching, filtering, and exporting of S…
D 43 6⁄6 ◉ ⏳ 39 32 0 24 81 85
14789
secureprivacy
secure-privacy-mcp ⚡ Claim 1
An MCP server that automatically integrate GDPR-compliant cookie consent banner…
D 43 6⁄6 ◉ ⏳ 51 38 0 33 74 63
14790
RayYokoyama
Qase MCP Server ⚡ Claim 1
A Model Context Protocol server that integrates with the Qase test management p…
D 43 6⁄6 ◉ ⏳ 57 25 0 23 81 69
14791
m-mcp
An MCP image generation server based on the Flux Schnell model that provides AP…
D 43 6⁄6 ◉ ⏳ 50 21 0 22 81 88
14792
microchipgnu
MCPlace Claim
A tribute to r/place. MCPlace is a shared canvas for MCP clients.
D 43 6⁄6 ◉ ⏳ 62 10 0 22 82 84
14793
minitim222
Discover and search Harvard's course catalog by code, title, or instructor. Exp…
D 42 6⁄6 ◉ ⏳ 42 10 0 22 83 99
14794
paolaalim
Provide a Python-based MCP server that offers tools for word frequency counting…
D 42 6⁄4 ◉ ⏳ 30 21 0 21 95 92
14795
guanqun-yang
MAC Address ⚡ Claim
Retrieve the current device's MAC address instantly. Use it to identify a devic…
D 42 5⁄5 ◉ ⏳ 24 15 N/A 16 83 75
14796
mctx-ai
Bible Study ⚡ Claim
Study the Bible in its original languages, trace themes across both testaments,…
D 41 6⁄6 ◉ ⏳ 62 10 0 77 81 26
14797
orange-fruit01
mcp-crawler Claim
It crawls website
D 41 6⁄6 ◉ ⏳ 42 15 0 19 81 90
14798
cesarvarela
Alpaca MCP Server ⚡ Claim
MCP server that exposes Alpaca Market Data & Broker API as tools, enabling acce…
D 41 5⁄5 ◉ ⏳ 60 0 — 30 80 27
14799
jademind
Enables interaction with Amazon's Product Advertising API to search for and ret…
D 40 6⁄6 ◉ ⏳ 48 22 0 40 81 52
14800
amirbiron
An extended MCP server for managing code snippets, performing code analysis, an…
D 40 6⁄6 ◉ ⏳ 54 38 0 27 80 36
Showing 14751–14800 of 69153 servers
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