MCP Server Quality Scores

Independent quality analysis of 69153 public MCP servers

69153
Discovered
→
33849
Scored
→
2112
Verified
→
16953
Complete

Last updated 0 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14651
rvibek
Provides access to UNHCR refugee statistics through a standardized interface, a…
D 48 6⁄6 ◉ ⏳ 58 28 0 46 81 81
14652
mxaiorg
High performance email search for teams & companies. Secure & scalable across e…
D 48 6⁄6 ◉ ⏳ 68 10 0 45 81 91
14653
AbhiGit-Trimble
Provides construction cost estimation tools using data from a public Google She…
D 48 6⁄6 ◉ ⏳ 68 23 0 24 81 88
14654
xiaobenyang-com
OSRS-STAT Claim
A Model Context Protocol (MCP) server that provides real-time player statistics…
D 48 6⁄4 ◉ ⏳ 72 32 0 45 95 43
14655
NZenitram
A Model Context Protocol (MCP) server that enables interaction with JIRA APIs t…
D 48 6⁄6 ◉ ⏳ 60 38 0 16 81 90
14656
imleokkkk
mcp-test ⚡ Claim
Compute products instantly with simple, reliable inputs. Multiply any two numbe…
D 48 5⁄5 ◉ ⏳ 24 17 N/A 27 83 93
14657
ilil1
Serve MCP resources and tools over a streamable HTTP interface to enable dynami…
D 48 5⁄4 ◉ ⏳ 24 35 N/A 23 95 60
14658
diez7lm
A Model Context Protocol server that enables large language models like Claude …
D 48 6⁄6 ◉ ⏳ 51 35 0 43 81 86
14659
Gabriel-Maxsy
A client-server system using Model Context Protocol that allows users to query …
D 48 5⁄4 ◉ ⏳ 50 25 N/A 18 89 49
14660
s20ss
# MCP RDKit Project ## Overview The `mcp_rdkit` project integrates the RDKit …
D 48 6⁄4 ◉ ⏳ 54 31 0 16 95 92
14661
Randark-JMT
DoH MCP Server ⚡ Claim
Provides DNS over HTTPS (DoH) query capabilities for AI models by querying mult…
D 48 6⁄6 ◉ ⏳ 54 62 0 24 81 62
14662
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 5⁄5 ◉ ⏳ 35 52 — 45 80 29
14663
callmybot
Generate quick, friendly greetings by name. Personalize salutations for any con…
D 48 6⁄6 ◉ ⏳ 42 47 0 17 81 100
14664
n24q02m
better-notion-mcp ⚡ Claim
Markdown-first Notion MCP server with 9 composite tools and 39 actions. ~77% to…
D 48 6⁄6 ◉ ⏳ 60 10 0 82 69 82
14665
PrinceGabriel-lgtm
freshcontext ⚡ Claim
Freshness-aware AI retrieval with 21 MCP tools for timestamped, decay-ranked li…
D 48 6⁄6 ◉ ⏳ 84 0 0 31 81 91
14666
suraj-yadav-aiml
Enables recipe search, storage, and meal planning using TheMealDB API. Provides…
D 48 6⁄6 ◉ ⏳ 70 36 0 24 80 76
14667
dncampo
FIWARE MCP Server ⚡ Claim
A bridge between the Context Broker and other services, implementing basic oper…
D 48 6⁄6 ◉ ⏳ 62 25 0 39 81 83
14668
DynamicEndpoints
*Updated June 17th 2025** Manage your Microsoft 365 services effortlessly. Crea…
D 48 6⁄6 ◉ ⏳ 78 41 0 56 80 32
14669
rutie345
FastMCP Claim
A collection of MCP servers providing utilities including user greeting, messag…
D 48 5⁄4 ◉ ⏳ 42 12 N/A 21 82 84
14670
mingforpc
Enables AI image generation using Doubao's Seedream 4.0 model through natural l…
D 48 6⁄6 ◉ ⏳ 86 0 0 31 80 92
14671
tickadoo
tickadoo-mcp Claim
Discover and book theatre, shows, events, tours and experiences across 700+ cit…
D 48 6⁄6 ◉ ⏳ 70 0 0 52 81 95
14672
generect
generect-mcp ⚡ Claim
B2B lead generation and company search through Generect Live API for sales pros…
D 48 6⁄6 ◉ ⏳ 66 10 0 51 77 91
14673
buuzzy
Tushare_MCP Claim 1
A Model Context Protocol server that provides intelligent stock data assistance…
D 48 6⁄6 ◉ ⏳ 45 43 0 47 81 79
14674
jjlabsio
Search company disclosures and financial statements from the Korean market. Ret…
D 48 6⁄6 ◉ ⏳ 45 50 0 76 67 65
14675
devbrother2024
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
D 48 6⁄6 ◉ ⏳ 60 62 0 26 81 51
14676
shekhar-ai99
A Model Context Protocol server that provides Chuck Norris and Dad jokes, demon…
D 48 6⁄6 ◉ ⏳ 25 57 0 44 81 94
14677
jonradoff
LLM Optimizer ⚡ Claim
LLM Optimizer is an AI visibility intelligence platform. It analyzes how large …
D 48 6⁄6 ◉ ⏳ 76 10 0 57 81 66
14678
lemannrus
A unified interface for managing digital life through integrations with Google …
D 48 5⁄5 ◉ ⏳ 66 17 — 28 82 41
14679
pavanjava
Kafka MCP Server ⚡ Claim 1
Enables AI models to publish and consume messages from Apache Kafka topics thro…
D 48 5⁄5 ◉ ⏳ 60 31 — 37 82 21
14680
bakshidwarak
Enables web search capabilities through the Tavily API, allowing users to searc…
D 48 5⁄5 ◉ ⏳ 48 22 — 26 81 62
14681
shooooori0128
A serverless deployment for Model Context Protocol (MCP) on Cloudflare Workers …
D 48 6⁄6 ◉ ⏳ 48 52 0 21 81 88
14682
zhengjianhong001
TAPD ⚡ Claim
sfs
D 48 5⁄5 ◉ ⏳ 36 22 — 21 81 77
14683
dmarsters
Enables creation of text-based visual elements including bordered boxes with sh…
D 48 6⁄6 ◉ ⏳ 66 27 0 21 81 90
14684
markloveridge-rex
Exposes energy market signals and readiness indices by integrating data from so…
D 48 6⁄6 ◉ ⏳ 60 30 0 25 78 93
14685
buoooou
SupaUI MCP Server ⚡ Claim 1
A Model Context Protocol server that enables AI agents to generate, fetch, and …
D 48 6⁄6 ◉ ⏳ 45 57 0 24 81 80
14686
TapanKumarBarik
A Model Context Protocol server that provides tools for reading, updating, filt…
D 48 5⁄4 ◉ ⏳ 15 31 N/A 4 95 96
14687
xiaobenyang-com
date ⚡ Claim 1
An MCP server that provides real-time date, time and time zone information for …
D 48 6⁄4 ◉ ⏳ 57 65 0 45 95 22
14688
mz462
mcpPaylocity ⚡ Claim 1
An MCP server that provides access to Paylocity API endpoints, allowing retriev…
D 48 6⁄6 ◉ ⏳ 51 41 0 26 81 93
14689
freepik-company
A Model Context Protocol (MCP) server that connects AI assistants directly with…
D 48 5⁄5 ◉ ⏳ 66 35 — 26 80 23
14690
aniruddha-adhikary
Provide seamless access to open datasets and collections from data.gov.sg. Enab…
D 48 6⁄6 ◉ ⏳ 66 10 0 40 81 98
14691
zhaoganghao
Greet people by name with friendly, concise messages. Explore the origin of 'He…
D 48 6⁄6 ◉ ⏳ 42 51 0 17 81 100
14692
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 5⁄4 ◉ ⏳ 30 21 N/A 24 95 71
14693
mwalker-tmd
A Model Context Protocol server that enables web search capabilities using the …
D 48 5⁄5 ◉ ⏳ 41 22 — 25 81 69
14694
NoHumanHands
Govern Claim
Optimizes SQL queries to improve database performance and response times. Strea…
D 47 6⁄6 ◉ ⏳ 72 10 0 30 81 92
14695
keremurat
keremurat-mcp ⚡ Claim
Compare two JSON files deeply, regardless of order. Get a detailed difference r…
D 47 6⁄6 ◉ ⏳ 54 30 0 40 81 83
14696
fred-em
Analyzes sentiment in news headlines from major US publications using both stan…
D 47 6⁄6 ◉ ⏳ 56 36 0 27 81 84
14697
noelserdna
Provides digitally-signed access to Brayan Smith Cordova Tasayco's CV data thro…
D 47 6⁄6 ◉ ⏳ 54 55 0 27 81 60
14698
devbrother2024
Send friendly greetings in multiple languages, run quick calculations, and get …
D 47 6⁄6 ◉ ⏳ 66 10 0 26 81 100
14699
BACH-AI-Tools
An MCP server that provides access to the Similar Words API, allowing users to …
D 47 5⁄5 ◉ ⏳ 35 60 — 45 80 9
14700
boompieman
demo ⚡ Claim
demo
D 47 5⁄4 ◉ ⏳ 24 12 N/A 21 95 87
Showing 14651–14700 of 69153 servers
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