MCP Server Quality Scores

Independent quality analysis of 58295 public MCP servers

58295
Discovered
29865
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 49 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7301
jimbul
MCP server that provides Claude AI assistants with the ability to search the we…
B 70 55 54 65 56 80 95
7302
wukan1986
query_table Claim
A web scraper for financial table data that implements the Model Context Protoc…
B 70 55 66 65 76 76 71
7303
yusufsenyer
Provides weather data using Open-Meteo API with support for current weather, 24…
B 70 55 78 100 21 81 50
7304
StarGazer1995
mcp-stargazing Claim
Calculate the altitude, rise, and set times of celestial objects (Sun, Moon, pl…
B 70 55 78 41 57 82 91
7305
lamemind
A utility toolkit that enhances Claude's code interaction capabilities by provi…
B 70 54 68 62 N/A 16 95 98
7306
Toowiredd
A Model Context Protocol server that enables Docker container management throug…
B 70 55 79 65 24 71 100
7307
jurasofish
MCPunk Claim 1
Chat with your codebase through intelligent code searching without embeddings b…
B 70 55 62 82 N/A 67 92 46
7308
sumitchatterjee13
Enables web search, content extraction, question answering, and RAG context gen…
B 70 55 86 55 24 81 93
7309
abcpro1
mcp-cli-catalog Claim 1
An MCP server that publishes CLI tools on your machine for discoverability by L…
B 70 54 69 65 N/A 43 95 70
7310
Meloyg
MCP Weather Server Claim
Enables users to get current weather information for any city worldwide using t…
B 70 55 60 72 32 81 100
7311
scmcphub
decoupler-MCP Claim
Provides a natural language interface for single-cell RNA-Seq analysis using th…
B 70 55 78 60 39 81 85
7312
flagify-com
Enables network security scanning using Nmap through MCP protocol. Supports qui…
B 70 55 66 71 43 81 84
7313
LeadDelta
MCP server for LeadDelta — manage LinkedIn connections and CRM data via AI assi…
B 70 66 85 80 42 23 81 99
7314
Vladim8rr2
imessage-mcp Claim
A read-only MCP server for macOS that enables users to search through iMessage …
B 70 54 60 51 N/A 61 92 89
7315
twolven
StockFlow MCP Server Claim 2
A Model Context Protocol server providing real-time stock data and options anal…
B 70 55 75 61 36 80 90
7316
kranners
hyper-mcp Claim
A configurable MCP server wrapper for Cursor that eliminates tool count limits …
B 70 55 80 60 70 81 54
7317
Meerkats-Ai
Findymail MCP Server Claim 1
An MCP server integrating with Findymail API that enables email validation and …
B 70 55 71 68 22 81 99
7318
philogicae
Python wrapper & MCP server for the rqbit API
B 70 55 68 38 74 80 98
7319
readmigo
shipkit Claim
Unified app publishing MCP Server for Google Play, App Store, and 10+ Chinese s…
B 70 54 84 43 N/A 55 75 90
7320
Epochal-dev
open-notebook Claim
MCP server that wraps the Open Notebook API
B 70 54 78 40 N/A 55 83 92
7321
Rajawatrajat
MCP Software Engineer Claim 3
Enables Claude to function as a full-stack software engineer with comprehensive…
B 70 55 96 82 N/A 21 88 37
7322
kevinuehara
devto-mvp-server Claim
This is a complete MCP (Model Context Protocol) server that implements a articl…
B 70 55 70 61 39 81 93
7323
maven81g
Enables real-time trading and market data access through TradeStation's API. Su…
B 70 55 66 71 23 81 97
7324
baranwang
MCP Deep Research Claim
Enables web search and deep research capabilities through the Tavily API, allow…
B 70 55 76 100 45 81 34
7325
nancheng582-jpg
Polymarket MCP Server Claim 1
Enables Claude to autonomously trade, analyze, and manage positions on Polymark…
B 70 55 84 40 49 81 94
7326
FabrWill
GraphQL MCP Server Claim 1
A Model Context Protocol server for executing GraphQL queries, allowing AI mode…
B 70 55 57 70 43 81 95
7327
manolaz
A Model Context Protocol server that enables AI models to interact with the Sol…
B 70 55 59 71 43 81 90
7328
docxmxm
Enables academic research through Google Scholar by searching for papers, findi…
B 70 55 84 53 34 82 89
7329
wopal-cn
A Model Context Protocol server that provides real-time hot trending topics fro…
B 70 55 75 87 43 82 51
7330
jiushan-test
Markmap MCP Server Claim
Enables conversion of plain text descriptions and Markdown content into interac…
B 70 55 60 60 55 81 93
7331
m-siles
An MCP server for navigating thought processes using branches, supporting thoug…
B 70 55 71 57 50 80 87
7332
Solvro
Enables querying a Neo4j knowledge graph about Wroclaw University of Science an…
B 70 55 68 67 34 81 94
7333
tatocode
MCP-Demo Claim
A minimal demonstration of an MCP service and client that integrates with the q…
B 70 55 72 55 39 81 99
7334
pmhw
Enables random selection tools including lottery drawing from option lists, dic…
B 70 55 80 100 21 81 48
7335
michaeljiangmingfeng-debug
quanttogo-mcp-servers Claim 1
MCP servers for quantitative trading: live trading signals, market data, NAV hi…
B 70 55 72 100 49 81 38
7336
thirdstrandstudio
An MCP (Model Context Protocol) server that chains calls to other MCP tools, re…
B 70 55 78 57 47 74 87
7337
aleck31
mcp-chrono Claim
A comprehensive time and calendar utility server that provides timezone convers…
B 70 55 60 65 50 82 93
7338
glenngunnarsson-spp
Enables AI assistants to interact with Jira by executing commands through the A…
B 70 54 78 52 N/A 30 84 97
7339
ryanjoachim
mcp-batchit Claim
🚀 MCP aggregator for batching multiple tool calls into a single request. Reduce…
B 70 54 72 67 N/A 24 90 86
7340
developkariyer
A scalable, auto-discovering Model Context Protocol server that dynamically loa…
B 70 54 78 56 N/A 16 95 93
7341
gabbar910
Integrates Jira and GitLab to enable AI agents to seamlessly manage issues, cre…
B 70 55 78 58 27 76 100
7342
jianruidutong
Enables seamless integration between AI models and Obsidian knowledge bases wit…
B 70 55 84 74 52 80 47
7343
qingpengchen2011
Enables compilation and serving of Manim animations through natural language. S…
B 70 54 78 56 N/A 19 95 90
7344
rmorgans
Frida MCP Claim
Enables AI systems to interact with mobile and desktop applications through Fri…
B 70 55 60 91 41 81 68
7345
Kailash-Sankar
PocketMCP Claim
A lightweight, local-first MCP server that automatically watches folders, chunk…
B 70 54 90 36 N/A 33 95 87
7346
bendichter
Enables complex queries over data on the DANDI Archive and provides a system fo…
B 70 54 78 61 N/A 21 87 88
7347
block
Code MCP Server Claim
Enables AI agents and assistants like Goose or Claude to interact with VS Code …
B 70 54 78 31 N/A 54 95 92
7348
0xgasless
A Model Context Protocol server that enables gasless blockchain transactions di…
B 70 55 57 63 49 81 100
7349
icraft2170
YouTube MCP Server Claim
Enables AI language models to interact with YouTube content through a standardi…
B 70 55 60 72 32 81 98
7350
AndrewCTF
An MCP server that enables searching YouTube and retrieving high-accuracy video…
B 70 44 41 N/A N/A 48 95 97
Showing 7301–7350 of 58295 servers
« Prev 1 145 146 147 148 149 1166 Next »