MCP Server Quality Scores

Independent quality analysis of 33449 public MCP servers

33449
Discovered
25688
Scored
1512
Verified
16957
Complete

Last updated 2 hours, 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14651
daniel8824-del
A Python-based MCP server that collects, analyzes, and visualizes forest fire o…
D 49 54 48 31 N/A 36 82 46
14652
signnow
MCP server for SignNow API helper tools (stdio only).
D 49 64 39 25 0 66 95 83
14653
slima-ai
slima Claim 1
MCP Server for Slima - AI Writing IDE for Novel Authors with AI Beta Reader.
D 49 66 61 10 0 71 69 97
14654
ramadasmr
Look up DNS information for any domain to troubleshoot issues and gather insigh…
D 49 66 56 17 0 48 81 100
14655
zhengjianhong001
TAPD Claim
sfs
D 48 55 36 22 21 81 77
14656
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
14657
aniruddha-adhikary
Provides access to Singapore's data.gov.sg government datasets and collections,…
D 48 66 66 10 0 40 81 98
14658
s20ss
# MCP RDKit Project ## Overview The `mcp_rdkit` project integrates the RDKit …
D 48 64 54 31 0 16 95 92
14659
TapanKumarBarik
A Model Context Protocol server that provides tools for reading, updating, filt…
D 48 54 15 31 N/A 4 95 96
14660
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
14661
PrinceGabriel-lgtm
freshcontext Claim
Real-time web intelligence for AI agents. 11 tools, no API keys. GitHub, HN, Re…
D 48 66 84 0 0 31 81 91
14662
AbhiGit-Trimble
Provides construction cost estimation tools using data from a public Google She…
D 48 66 68 23 0 24 81 88
14663
mingforpc
Enables AI image generation using Doubao's Seedream 4.0 model through natural l…
D 48 66 86 0 0 31 80 92
14664
NZenitram
A Model Context Protocol (MCP) server that enables interaction with JIRA APIs t…
D 48 66 60 38 0 16 81 90
14665
n24q02m
better-notion-mcp Claim
Markdown-first MCP server for Notion API with 9 composite tools and 39+ actions.
D 48 66 60 10 0 82 69 82
14666
shooooori0128
A serverless deployment for Model Context Protocol (MCP) on Cloudflare Workers …
D 48 66 48 52 0 21 81 88
14667
freepik-company
A Model Context Protocol (MCP) server that connects AI assistants directly with…
D 48 55 66 35 26 80 23
14668
ivannafigueroa
A simple MCP server that allows running terminal commands with output capture, …
D 48 54 48 25 N/A 21 80 61
14669
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
14670
rutie345
FastMCP Claim
A collection of MCP servers providing utilities including user greeting, messag…
D 48 54 42 12 N/A 21 82 84
14671
jjlabsio
korea-stock-mcp Claim 2
MCP server for korea stock
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
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
14674
lemannrus
A unified interface for managing digital life through integrations with Google …
D 48 55 66 17 28 82 41
14675
mwalker-tmd
A Model Context Protocol server that enables web search capabilities using the …
D 48 55 41 22 25 81 69
14676
DynamicEndpoints
*Updated June 17th 2025** Manage your Microsoft 365 services effortlessly. Crea…
D 48 66 78 41 0 56 80 32
14677
mxaiorg
High performance email search for teams & companies. Secure & scalable across e…
D 48 66 68 10 0 45 81 91
14678
0xKoller
A Model Context Protocol server that provides tools to access information about…
D 48 66 45 50 0 22 81 92
14679
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
14680
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
14681
zhaoganghao
Greet people by name with friendly, concise messages. Explore the origin of 'He…
D 48 66 42 51 0 17 81 100
14682
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
14683
callmybot
Generate quick, friendly greetings by name. Personalize salutations for any con…
D 48 66 42 47 0 17 81 100
14684
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
14685
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
14686
suraj-yadav-aiml
Enables recipe search, storage, and meal planning using TheMealDB API. Provides…
D 48 66 70 36 0 24 80 76
14687
markloveridge-rex
Exposes energy market signals and readiness indices by integrating data from so…
D 48 66 60 30 0 25 78 93
14688
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
14689
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
14690
diez7lm
A Model Context Protocol server that enables large language models like Claude …
D 48 66 51 35 0 43 81 86
14691
ilil1
Serve MCP resources and tools over a streamable HTTP interface to enable dynami…
D 48 54 24 35 N/A 23 95 60
14692
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
14693
bakshidwarak
Enables web search capabilities through the Tavily API, allowing users to searc…
D 48 55 48 22 26 81 62
14694
rvibek
Provides access to UNHCR refugee statistics through a standardized interface, a…
D 48 66 58 28 0 46 81 81
14695
devbrother2024
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
D 48 66 60 62 0 26 81 51
14696
dmarsters
Enables creation of text-based visual elements including bordered boxes with sh…
D 48 66 66 27 0 21 81 90
14697
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
14698
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
14699
akarnik23
Provides real-time weather data and forecasts for any location using the OpenWe…
D 47 66 54 31 0 22 81 94
14700
hjsh200219
Provides Korean traditional Saju (Four Pillars of Destiny) fortune-telling anal…
D 47 66 78 10 0 35 81 78
Showing 14651–14700 of 33449 servers
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