MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 58 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14651
buuzzy
Tushare_MCP Claim 1
A Model Context Protocol server that provides intelligent stock data assistance…
D 48 66 45 43 0 47 81 79
14652
PrinceGabriel-lgtm
freshcontext Claim
Freshness-aware AI retrieval with 21 MCP tools for timestamped, decay-ranked li…
D 48 66 84 0 0 31 81 91
14653
n24q02m
better-notion-mcp Claim
Markdown-first Notion MCP server with 9 composite tools and 39 actions. ~77% to…
D 48 66 60 10 0 82 69 82
14654
suraj-yadav-aiml
Enables recipe search, storage, and meal planning using TheMealDB API. Provides…
D 48 66 70 36 0 24 80 76
14655
s20ss
# MCP RDKit Project ## Overview The `mcp_rdkit` project integrates the RDKit …
D 48 64 54 31 0 16 95 92
14656
dncampo
FIWARE MCP Server Claim
A bridge between the Context Broker and other services, implementing basic oper…
D 48 66 62 25 0 39 81 83
14657
Gabriel-Maxsy
A client-server system using Model Context Protocol that allows users to query …
D 48 54 50 25 N/A 18 89 49
14658
zhaoganghao
Greet people by name with friendly, concise messages. Explore the origin of 'He…
D 48 66 42 51 0 17 81 100
14659
mxaiorg
High performance email search for teams & companies. Secure & scalable across e…
D 48 66 68 10 0 45 81 91
14660
DynamicEndpoints
*Updated June 17th 2025** Manage your Microsoft 365 services effortlessly. Crea…
D 48 66 78 41 0 56 80 32
14661
Randark-JMT
DoH MCP Server Claim
Provides DNS over HTTPS (DoH) query capabilities for AI models by querying mult…
D 48 66 54 62 0 24 81 62
14662
zhengjianhong001
TAPD Claim
sfs
D 48 55 36 22 21 81 77
14663
pavanjava
Kafka MCP Server Claim 1
Enables AI models to publish and consume messages from Apache Kafka topics thro…
D 48 55 60 31 37 82 21
14664
rutie345
FastMCP Claim
A collection of MCP servers providing utilities including user greeting, messag…
D 48 54 42 12 N/A 21 82 84
14665
shekhar-ai99
A Model Context Protocol server that provides Chuck Norris and Dad jokes, demon…
D 48 66 25 57 0 44 81 94
14666
markloveridge-rex
Exposes energy market signals and readiness indices by integrating data from so…
D 48 66 60 30 0 25 78 93
14667
xja1023789-collab
打招呼 Claim
生成自然的问候语并快速向他人致意。浏览“Hello, World”起源故事获取灵感。使用内置提示轻松定制问候内容。
D 48 54 30 21 N/A 24 95 71
14668
shooooori0128
A serverless deployment for Model Context Protocol (MCP) on Cloudflare Workers …
D 48 66 48 52 0 21 81 88
14669
TapanKumarBarik
A Model Context Protocol server that provides tools for reading, updating, filt…
D 48 54 15 31 N/A 4 95 96
14670
AbhiGit-Trimble
Provides construction cost estimation tools using data from a public Google She…
D 48 66 68 23 0 24 81 88
14671
lemannrus
A unified interface for managing digital life through integrations with Google …
D 48 55 66 17 28 82 41
14672
devbrother2024
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
D 48 66 60 62 0 26 81 51
14673
ivannafigueroa
A simple MCP server that allows running terminal commands with output capture, …
D 48 54 48 25 N/A 21 80 61
14674
nushey
Analyzes codebases with tree-sitter and generates AGENTS.md files for AI coding…
D 48 66 67 10 0 37 81 94
14675
jjlabsio
Search company disclosures and financial statements from the Korean market. Ret…
D 48 66 45 50 0 76 67 65
14676
bakshidwarak
Enables web search capabilities through the Tavily API, allowing users to searc…
D 48 55 48 22 26 81 62
14677
mwalker-tmd
A Model Context Protocol server that enables web search capabilities using the …
D 48 55 41 22 25 81 69
14678
generect
generect-mcp Claim
B2B lead generation and company search through Generect Live API for sales pros…
D 48 66 66 10 0 51 77 91
14679
dmarsters
Enables creation of text-based visual elements including bordered boxes with sh…
D 48 66 66 27 0 21 81 90
14680
NZenitram
A Model Context Protocol (MCP) server that enables interaction with JIRA APIs t…
D 48 66 60 38 0 16 81 90
14681
xiaobenyang-com
date Claim 1
An MCP server that provides real-time date, time and time zone information for …
D 48 64 57 65 0 45 95 22
14682
mingforpc
Enables AI image generation using Doubao's Seedream 4.0 model through natural l…
D 48 66 86 0 0 31 80 92
14683
ilil1
Serve MCP resources and tools over a streamable HTTP interface to enable dynami…
D 48 54 24 35 N/A 23 95 60
14684
xiaobenyang-com
OSRS-STAT Claim
A Model Context Protocol (MCP) server that provides real-time player statistics…
D 48 64 72 32 0 45 95 43
14685
freepik-company
A Model Context Protocol (MCP) server that connects AI assistants directly with…
D 48 55 66 35 26 80 23
14686
0xKoller
A Model Context Protocol server that provides tools to access information about…
D 48 66 45 50 0 22 81 92
14687
jonradoff
LLM Optimizer Claim
LLM Optimizer is an AI visibility intelligence platform. It analyzes how large …
D 48 66 76 10 0 57 81 66
14688
tickadoo
tickadoo-mcp Claim
Discover and book theatre, shows, events, tours and experiences across 700+ cit…
D 48 66 70 0 0 52 81 95
14689
mz462
mcpPaylocity Claim 1
An MCP server that provides access to Paylocity API endpoints, allowing retriev…
D 48 66 51 41 0 26 81 93
14690
rvibek
Provides access to UNHCR refugee statistics through a standardized interface, a…
D 48 66 58 28 0 46 81 81
14691
BACH-AI-Tools
bach-bin_ip_checker Claim 2
An MCP server that provides tools for credit card BIN lookups and IP address ve…
D 48 55 35 52 45 80 29
14692
imleokkkk
mcp-test Claim
Compute products instantly with simple, reliable inputs. Multiply any two numbe…
D 48 55 24 17 N/A 27 83 93
14693
buoooou
SupaUI MCP Server Claim 1
A Model Context Protocol server that enables AI agents to generate, fetch, and …
D 48 66 45 57 0 24 81 80
14694
handaas
Enables querying Chinese enterprise business data including company profiles, s…
D 47 66 66 35 0 18 81 78
14695
datacool
mcp_server Claim
D 47 54 36 20 N/A 18 95 65
14696
devbrother2024
Send friendly greetings in multiple languages, run quick calculations, and get …
D 47 66 66 10 0 26 81 100
14697
gamzadongza
Extract tags from any Danbooru post and explore categories at a glance. Analyze…
D 47 66 72 10 0 27 81 94
14698
keremurat
keremurat-mcp Claim
Compare two JSON files deeply, regardless of order. Get a detailed difference r…
D 47 66 54 30 0 40 81 83
14699
fred-em
Analyzes sentiment in news headlines from major US publications using both stan…
D 47 66 56 36 0 27 81 84
14700
guanqun-yang
Local File Reader Claim
Read the contents of local files on demand. Quickly preview, copy, or analyze f…
D 47 54 24 17 N/A 21 82 94
Showing 14651–14700 of 67226 servers
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