MCP Server Quality Scores

Independent quality analysis of 33332 public MCP servers

33332
Discovered
24739
Scored
1349
Verified
16957
Complete

Last updated 1 hour, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13751
ChiragAgg5k
PokeMCP Claim 1
An MCP server that provides detailed Pokémon information by integrating with th…
C 56 55 47 27 23 81 100
13752
kukapay
crypto-portfolio-mcp Claim 1
An MCP server for tracking and managing cryptocurrency portfolio allocations.
C 56 55 45 22 39 77 99
13753
franccesco
YNAB Assistant Claim
Enables AI assistants to interact with YNAB budgets through natural language. S…
C 56 55 66 32 26 81 65
13754
verbart
tradernet-mcp Claim 1
MCP server for Tradernet/Freedom24 trading API — portfolio, orders, quotes, and…
C 56 64 63 68 0 32 75 96
13755
ctvidic
Whoop MCP Server Claim 1
A Model Context Protocol server that provides language models with access to pe…
C 56 55 39 41 18 80 100
13756
toshihikoyanase
Mong MCP Server Claim
Provides a moby-like random name generator through the Model Context Protocol, …
C 56 55 54 12 37 81 100
13757
c1r5
A demonstration project that implements a Model Context Protocol (MCP) server w…
C 56 55 48 32 21 81 96
13758
aryankeluskar
Search your Flashback video library with natural language to instantly find rel…
C 56 66 60 70 0 26 81 94
13759
ChaosXu
PyMCP Sum Server Claim
A simple MCP server that provides integer addition functionality. Enables users…
C 56 55 48 25 23 81 100
13760
trakru
Provides AI assistants with intelligent access to ML textbook content for creat…
C 56 55 48 33 24 81 91
13761
ubie-oss
A server that enables document searching using Vertex AI with Gemini grounding,…
C 56 66 96 38 0 59 81 64
13762
oofengoo
A custom MCP protocol service that enhances AI models by providing multilingual…
C 56 55 56 82 22 81 23
13763
hannguyendd
A FastAPI-integrated MCP server that provides mathematical operations like addi…
C 56 55 48 22 28 83 98
13764
kasinathnalla
MCP-Add-Weather Claim
A multi-agent system that connects a math server and weather server, allowing u…
C 56 55 50 27 23 81 99
13765
fairyming
Suricata MCP Claim 2
An MCP server for validating Suricata rule syntax and testing rules against pca…
C 56 54 63 0 N/A 27 89 98
13766
arjuntheprogrammer
Enables creating Google Calendar meeting invites with automated authentication …
C 56 55 62 22 21 81 86
13767
pinepaper
Enables AI assistants to create and animate graphics in PinePaper Studio using …
C 56 66 92 18 0 61 81 91
13768
BACH-AI-Tools
Enables comprehensive YouTube data access including video details, playlists, c…
C 56 55 50 60 45 76 43
13769
kukuqi666
A protocol implementation that extends AI capabilities through a WebSocket inte…
C 56 55 56 27 16 81 94
13770
MCP4Public
Look 4 Fundings Claim
Provides basic text manipulation and analysis tools including word reversal and…
C 56 66 68 65 0 27 81 91
13771
zongjieshen
A minimal demonstration MCP server that provides basic mathematical addition an…
C 56 55 54 22 19 84 100
13772
niyonabil
Blogger MCP Server Claim
An intermediary server that enables AI models to interact with Google's Blogger…
C 56 66 66 61 0 27 78 99
13773
a-kaibu
Provides access to developer roadmap content from roadmap.sh, allowing users to…
C 56 66 62 56 0 36 81 100
13774
lclpedro
MySQL Managing MCP Claim
Enables interaction with MySQL databases through tools for listing tables, quer…
C 56 55 48 27 25 81 100
13775
daiduo2
Enables AI-powered academic research workflow from keyword search to hypothesis…
C 56 55 64 36 22 69 84
13776
o2alexanderfedin
MCP LinkedIn Claim 1
An MCP server that enables users to interact with LinkedIn feeds and search for…
C 56 55 39 37 45 74 89
13777
grzetich
Enables querying real-time adoption metrics, trends, and comparisons for popula…
C 56 66 84 36 0 45 81 90
13778
xiaobenyang-com
rfc-server Claim 1
An MCP server for obtaining, parsing and reading RFC documents from the ietf.or…
C 56 64 57 67 0 45 95 72
13779
IndigoProtocol
indigo-mcp Claim
Indigo Protocol MCP — iAsset prices, CDP analytics, stability pools, staking & …
C 56 66 72 25 0 75 82 92
13780
alphago2580
Access Korea’s G2B procurement and Nara Market data for bid notices, awards, co…
C 56 66 78 63 0 46 80 69
13781
Nuvepro-Technologies-Pvt-Ltd
Enables remote Python code execution via the Model Context Protocol for secure,…
C 56 55 54 43 25 74 81
13782
Mandapati-SuryanarayanaRaju
MCP Deployment Claim
A simple demonstration MCP server that provides a sum_numbers tool for calculat…
C 56 55 56 17 24 81 100
13783
aech-ai
A Model Context Protocol server that bridges Microsoft Teams with MCP-compatibl…
C 56 55 51 32 20 81 94
13784
melanieawilson
Rec-MCP Claim 1
A Model Context Protocol server that enables searching for camping facilities a…
C 56 54 35 38 N/A 16 95 91
13785
xiaobenyang-com
star Claim
A fully functional constellation MCP (Model Context Protocol) service, providin…
C 56 64 72 67 0 45 95 56
13786
akc2267
Solana MCP Server Claim 1
A server that provides simple RPC endpoints for common Solana blockchain operat…
C 56 55 54 30 13 81 94
13787
InstalabsAI
instagit Claim 1
MCP server for Instagit — AI-powered Git repository analysis for coding agents
C 56 66 51 73 0 55 72 91
13788
x402-index
x402search-mcp Claim
Search 13,000+ x402-enabled APIs from your AI agent. Powered by x402search.xyz
C 56 64 72 63 0 32 75 92
13789
msathiyakeerthi
Enables interaction with FHIR resources on Google Cloud Healthcare API through …
C 56 66 86 35 0 43 80 92
13790
RahulPatkiWork
Enables Claude AI to extract transcripts from YouTube videos with zero setup re…
C 56 66 72 43 0 39 81 100
13791
ag2-mcp-servers
An MCP server for accessing college basketball statistics through the SportsDat…
C 56 55 45 42 21 80 91
13792
CodeByWaqas
Weather MCP Server Claim 1
An MCP server that provides real-time weather information including temperature…
C 56 55 45 22 41 82 94
13793
trafflux
PDF Reader MCP Server Claim 1
Provides tools for reading and extracting text from PDF files, supporting both …
C 56 55 54 28 16 81 94
13794
symdex-100
Symdex Claim
Index and search codebases using structured schemas for deep code analysis. Aud…
C 56 66 94 10 0 63 81 93
13795
kavingas
Generates professional Adobe Commerce support responses from case findings. Sup…
C 56 54 48 22 N/A 21 95 90
13796
sankethsura
Triggers predefined functions based on specific usecases including data analysi…
C 56 55 54 31 22 83 88
13797
Jackie-shi
Looking-Glass-MCP Claim 1
A Model Context Protocol server that provides network probing capabilities thro…
C 56 55 51 28 23 81 94
13798
b-bogus
AI-powered cybersecurity automation platform with 150+ security tools and 12+ a…
C 56 55 68 28 16 77 82
13799
chirag127
Provide advanced stochastic algorithms and probabilistic decision-making capabi…
C 56 64 84 42 0 31 95 80
13800
Shawyeok
mcp-dingding-bot Claim 1
MCP Server for send text/markdown message via dingding (aka dingtalk) group cus…
C 56 66 57 65 0 48 81 92
Showing 13751–13800 of 33332 servers
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