MCP Server Quality Scores

Independent quality analysis of 69111 public MCP servers

69111
Discovered
→
33833
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12801
zeloras
MyShows MCP Server ⚡ Claim 1
A Model Context Protocol server that enables connecting LangChain or LangGraph …
C 60 5⁄5 ◉ ⏳ 33 41 — 59 81 95
12802
modelcontextprotocol-servers
Whois MCP Claim 1
Enables AI agents to perform WHOIS lookups to retrieve domain registration deta…
C 60 5⁄5 ◉ ⏳ 54 82 — 19 81 48
12803
mvellayan
Allows control of motorized window blinds through the Bond Bridge API, enabling…
C 60 5⁄5 ◉ ⏳ 56 47 — 21 81 91
12804
xiaozhuABCD1234
web-fetch-mcp Claim 1
An MCP server that provides web scraping and Bing search capabilities, supporti…
C 60 5⁄4 ◉ ⏳ 45 47 N/A 45 95 66
12805
mcp2everything
MCP2Brave ⚡ Claim 1
A server based on the MCP protocol that uses the Brave API for web search funct…
C 60 5⁄5 ◉ ⏳ 70 27 — 35 81 84
12806
HemantaPatil
Provides intelligent access to the USDA nutrition database through AI assistant…
C 60 5⁄5 ◉ ⏳ 74 28 — 21 74 94
12807
HeetVekariya
Linear Regression MCP ⚡ Claim 1
An MCP server that enables Claude to train a linear regression model by simply …
C 60 5⁄4 ◉ ⏳ 47 40 N/A 24 92 92
12808
script-dragonmkop8t
Provides AI agents with real-time cryptocurrency news and media updates sourced…
C 60 5⁄5 ◉ ⏳ 42 40 — 44 80 100
12809
Gabbo01
Zeek-MCP ⚡ Claim 1
A Model Context Protocol server that integrates Zeek network analysis capabilit…
C 60 5⁄4 ◉ ⏳ 45 30 N/A 45 95 89
12810
jasonlcs
Enables interaction with Waferlock Robot services through a public REST API bri…
C 60 6⁄6 ◉ ⏳ 78 70 0 29 81 100
12811
aungkoko-coding
A template for deploying a remote Model Context Protocol (MCP) server on Cloudf…
C 60 5⁄5 ◉ ⏳ 54 57 — 26 80 75
12812
ag2-mcp-servers
An MCP server that enables interaction with the Transport Department of Puduche…
C 60 5⁄4 ◉ ⏳ 45 57 N/A 21 95 77
12813
dhkts1
Provides tools for structuring complex problems through narrative-based sequent…
C 60 6⁄4 ◉ ⏳ 78 57 0 39 92 90
12814
kukapay
crypto-rss-mcp ⚡ Claim 1
An MCP server that aggregates real-time cryptocurrency news from multiple RSS f…
C 60 5⁄5 ◉ ⏳ 57 25 — 41 80 97
12815
Francis235
AMap MCP Server ⚡ Claim
Non-official Model Context Protocol server that enables interaction with AMap's…
C 60 5⁄5 ◉ ⏳ 54 30 — 34 83 100
12816
nuin
AGR MCP Server ⚡ Claim
Enables querying genomics data from the Alliance of Genome Resources across mod…
C 60 6⁄6 ◉ ⏳ 78 68 0 40 81 93
12817
clarsbyte
Enables interaction with Piazza to fetch posts and course information directly …
C 60 5⁄5 ◉ ⏳ 54 43 — 22 80 94
12818
sebszczec
Enables control of Pi-hole v6 ad blocking, allowing users to toggle DNS blockin…
C 60 5⁄5 ◉ ⏳ 54 37 — 25 82 99
12819
plaban1981
A server that integrates Retrieval-Augmented Generation (RAG) with the Model Co…
C 60 5⁄4 ◉ ⏳ 50 31 N/A 36 95 89
12820
DevAdalat
Colab MCP Claim 1
A Model Context Protocol server that enables users to control and interact with…
C 60 5⁄5 ◉ ⏳ 39 57 — 42 81 81
12821
yting27
Weather MCP MY ⚡ Claim
Model Context Protocol (MCP) server that provides weather forecast, warnings, w…
C 60 5⁄5 ◉ ⏳ 54 27 — 46 81 93
12822
sawantudayan
A MCP server that provides tools for analyzing git changes and suggesting appro…
C 60 5⁄4 ◉ ⏳ 53 28 N/A 42 95 85
12823
run-llama
A local MCP server that integrates with Claude Desktop, enabling RAG capabiliti…
C 60 5⁄5 ◉ ⏳ 48 37 — 54 81 84
12824
jalaj-pandey
Weather MCP Tool ⚡ Claim
An India-focused MCP server that provides real-time weather conditions, forecas…
C 60 5⁄5 ◉ ⏳ 48 45 — 21 81 99
12825
kelvingao
ArXiv-MCP ⚡ Claim 1
A Model Context Protocol server that enables AI agents to search, retrieve, and…
C 60 5⁄5 ◉ ⏳ 51 31 — 39 80 100
12826
J621111
Enables the automatic generation of complete Live2D models from a single photo …
C 60 5⁄4 ◉ ⏳ 62 27 N/A 27 90 90
12827
wassima-azzouzi
An interactive travel planning server that integrates flight searching, weather…
C 60 5⁄5 ◉ ⏳ 66 42 — 25 77 85
12828
aanchalakto
Magic MCP ⚡ Claim
A template for deploying remote Model Context Protocol servers to Cloudflare Wo…
C 60 5⁄5 ◉ ⏳ 54 57 — 26 80 77
12829
JurreBrandsenInfoSupport
A comprehensive server that allows users to interact with the Zendesk API, prov…
C 60 5⁄5 ◉ ⏳ 56 82 N/A 19 95 31
12830
JackKuo666
medRxiv-MCP-Server ⚡ Claim
🔍 Enable AI assistants to search and access medRxiv papers through a simple MCP…
C 60 5⁄5 ◉ ⏳ 70 30 — 16 83 93
12831
routineco
Routine ⚡ Claim
Interact with Routine (https://routine.co/): manage calendars, tasks, notes, et…
C 60 5⁄5 ◉ ⏳ 60 82 — 23 81 38
12832
TencentEdgeOne
An MCP server that enables AI models to access user geolocation information thr…
C 60 5⁄5 ◉ ⏳ 55 26 — 42 81 100
12833
AInoob
Enables deployment of MCP servers on Cloudflare Workers with OAuth authenticati…
C 60 5⁄5 ◉ ⏳ 54 57 — 26 81 77
12834
arunm8489
Weather MCP Server ⚡ Claim
Provides real-time weather alerts from the National Weather Service API via the…
C 60 5⁄5 ◉ ⏳ 60 31 — 27 80 98
12835
xcollantes
Jira MCP ⚡ Claim
Enables control and interaction with Jira through the Jira Command Line interfa…
C 60 6⁄6 ◉ ⏳ 72 61 0 74 67 96
12836
amithmathew
Enables interaction with Google Maps services through the Model Context Protoco…
C 60 5⁄4 ◉ ⏳ 54 33 N/A 21 95 90
12837
plgonzalezrx8
EasyWebhook-MCP ⚡ Claim
Enables Claude to send webhooks to Discord, Slack, or any custom HTTP endpoint …
C 60 5⁄5 ◉ ⏳ 60 38 — 24 80 93
12838
aharvard
Enables interactive restaurant discovery and ordering through a synthetic comme…
C 60 6⁄6 ◉ ⏳ 72 73 0 42 81 91
12839
Sunwood-ai-labs
A Model Context Protocol server that enables management of GitLab Kanban boards…
C 60 5⁄5 ◉ ⏳ 65 56 — 19 81 67
12840
modelcontextprotocol-servers
Google Search MCP ⚡ Claim 1
A Playwright-based tool that performs Google searches and extracts results whil…
C 60 5⁄5 ◉ ⏳ 60 82 — 24 81 37
12841
Azoraqua
Minestom MCP Server ⚡ Claim 2
An MCP server designed for developers to build and manage Minestom-based Minecr…
C 60 5⁄5 ◉ ⏳ 63 20 — 63 82 78
12842
ceami
Enables exploration and interaction with South Korea's Public Data Portal (Open…
C 60 6⁄6 ◉ ⏳ 74 70 0 49 81 85
12843
a05031113
Enables querying Yahoo Finance data including stock prices, historical data, fi…
C 60 5⁄5 ◉ ⏳ 60 36 — 16 81 100
12844
Traia-IO
Enables AI agents and LLMs to interact with the TEST MCP USDT API through stand…
C 60 5⁄5 ◉ ⏳ 68 41 — 24 80 76
12845
jiemobasixiangcai
Assists AI developers with intelligent requirement analysis and architecture de…
C 60 5⁄4 ◉ ⏳ 60 26 N/A 43 95 74
12846
kukapay
nft-analytics-mcp ⚡ Claim 1
An MCP server that delivers NFT collection analytics powered by data from Dune …
C 60 5⁄5 ◉ ⏳ 45 40 — 38 81 96
12847
gvfullstack
Enables interaction with the hosted PacedLoop API to manage workflows and monit…
C 60 5⁄5 ◉ ⏳ 86 0 — 27 81 98
12848
zzenonn
A Python-based template for creating modular command center servers using the M…
C 60 5⁄5 ◉ ⏳ 62 35 — 18 81 98
12849
mcp2everything
MCP2Tavily ⚡ Claim 1
An MCP protocol server that enables web search functionality using the Tavily A…
C 60 5⁄5 ◉ ⏳ 70 42 — 17 82 79
12850
jirispilka
Greet anyone by name with friendly, personalized messages. Explore the origin o…
C 60 6⁄6 ◉ ⏳ 90 46 0 55 81 92
Showing 12801–12850 of 69111 servers
« Prev 1 … 255 256 257 258 259 … 1383 Next »