MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14651
nushey
Analyzes codebases with tree-sitter and generates AGENTS.md files for AI coding…
D 48 66 67 10 0 37 81 94
14652
freepik-company
A Model Context Protocol (MCP) server that connects AI assistants directly with…
D 48 55 66 35 26 80 23
14653
rvibek
Provides access to UNHCR refugee statistics through a standardized interface, a…
D 48 66 58 28 0 46 81 81
14654
mingforpc
Enables AI image generation using Doubao's Seedream 4.0 model through natural l…
D 48 66 86 0 0 31 80 92
14655
markloveridge-rex
Exposes energy market signals and readiness indices by integrating data from so…
D 48 66 60 30 0 25 78 93
14656
callmybot
Generate quick, friendly greetings by name. Personalize salutations for any con…
D 48 66 42 47 0 17 81 100
14657
s20ss
# MCP RDKit Project ## Overview The `mcp_rdkit` project integrates the RDKit …
D 48 64 54 31 0 16 95 92
14658
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
14659
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
14660
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
14661
shooooori0128
A serverless deployment for Model Context Protocol (MCP) on Cloudflare Workers …
D 48 66 48 52 0 21 81 88
14662
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
14663
zhaoganghao
Greet people by name with friendly, concise messages. Explore the origin of 'He…
D 48 66 42 51 0 17 81 100
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
lemannrus
A unified interface for managing digital life through integrations with Google …
D 48 55 66 17 28 82 41
14666
aniruddha-adhikary
Provide seamless access to open datasets and collections from data.gov.sg. Enab…
D 48 66 66 10 0 40 81 98
14667
suraj-yadav-aiml
Enables recipe search, storage, and meal planning using TheMealDB API. Provides…
D 48 66 70 36 0 24 80 76
14668
diez7lm
A Model Context Protocol server that enables large language models like Claude …
D 48 66 51 35 0 43 81 86
14669
0xKoller
A Model Context Protocol server that provides tools to access information about…
D 48 66 45 50 0 22 81 92
14670
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
14671
jjlabsio
Search company disclosures and financial statements from the Korean market. Ret…
D 48 66 45 50 0 76 67 65
14672
shekhar-ai99
A Model Context Protocol server that provides Chuck Norris and Dad jokes, demon…
D 48 66 25 57 0 44 81 94
14673
devbrother2024
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
D 48 66 60 62 0 26 81 51
14674
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
14675
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
14676
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
14677
AbhiGit-Trimble
Provides construction cost estimation tools using data from a public Google She…
D 48 66 68 23 0 24 81 88
14678
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
14679
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
14680
dmarsters
Enables creation of text-based visual elements including bordered boxes with sh…
D 48 66 66 27 0 21 81 90
14681
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
14682
ilil1
Serve MCP resources and tools over a streamable HTTP interface to enable dynami…
D 48 54 24 35 N/A 23 95 60
14683
bakshidwarak
Enables web search capabilities through the Tavily API, allowing users to searc…
D 48 55 48 22 26 81 62
14684
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
14685
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
14686
TapanKumarBarik
A Model Context Protocol server that provides tools for reading, updating, filt…
D 48 54 15 31 N/A 4 95 96
14687
mwalker-tmd
A Model Context Protocol server that enables web search capabilities using the …
D 48 55 41 22 25 81 69
14688
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
14689
mxaiorg
High performance email search for teams & companies. Secure & scalable across e…
D 48 66 68 10 0 45 81 91
14690
zhengjianhong001
TAPD Claim
sfs
D 48 55 36 22 21 81 77
14691
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
14692
DynamicEndpoints
*Updated June 17th 2025** Manage your Microsoft 365 services effortlessly. Crea…
D 48 66 78 41 0 56 80 32
14693
ivannafigueroa
A simple MCP server that allows running terminal commands with output capture, …
D 48 54 48 25 N/A 21 80 61
14694
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
14695
theYahia
sendpulse-mcp Claim 2
MCP server for SendPulse API — mailing lists, email sending, statistics. OAuth2…
D 47 55 47 0 N/A 58 81 58
14696
NZenitram
A Multi-Claude Program for interacting with GitHub APIs through Claude Desktop,…
D 47 55 60 32 15 80 35
14697
akarnik23
Provides real-time weather data and forecasts for any location using the OpenWe…
D 47 66 54 31 0 22 81 94
14698
hjsh200219
Discover personalized Four Pillars (Saju) readings, from daily to yearly fortun…
D 47 66 78 10 0 35 81 78
14699
piers-fawkes
Trend, stats & insight search across PSFK expert graphs with citable sources.
D 47 66 84 0 0 45 70 88
14700
ianherzog
Solar MCP Claim 1
An MCP server that enables AI assistants to look up solar permitting authoritie…
D 47 55 39 0 27 81 93
Showing 14651–14700 of 66502 servers
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