MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29777
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12951
TakanariShimbo
DateTime MCP Server Claim 1
A Model Context Protocol server that provides tools to get the current date and…
C 59 55 45 87 26 81 47
12952
kukapay
An MCP server that streams the latest Binance announcements to your AI agents i…
C 59 55 45 38 38 81 95
12953
chrisguidry
YNAB MCP Server Claim 1
An MCP server that provides Large Language Models with access to YNAB (You Need…
C 59 55 45 37 31 81 99
12954
bble
Monad MCP Claim 1
An MCP server that allows querying MON token balances and NFT counts on the Mon…
C 59 55 39 58 30 83 83
12955
nasir0md
Identifies high-risk patient cohorts and generates care gap closure plans using…
C 59 54 54 25 N/A 35 92 88
12956
jorge6242
FRD Orchestrator Claim 1
An MCP server that exposes structured Functional Requirements Documents (FRDs) …
C 59 54 41 37 N/A 27 94 96
12957
erenozdemirrr
PitchLink MCP Claim 1
An MCP server that reads startup pitch drafts from Notion to provide comprehens…
C 59 55 33 70 30 81 80
12958
izzanzahrial
MCP Server Claim
A Python implementation of the Model Context Protocol (MCP) that connects clien…
C 59 55 66 26 26 77 96
12959
kabir-ti
MCP Server Claim 1
The MCP Server integrates APIs from the Youtube-Summarizer as tools within the …
C 59 54 66 20 N/A 20 95 86
12960
FelixYifeiWang
Streamline your workflow with Felix. Integrate it into your workspace and tailo…
C 59 66 66 75 0 34 82 97
12961
paulasilvatech
Specky Claim 1
An MCP server for Spec-Driven Development that transforms natural language idea…
C 59 55 69 0 59 80 91
12962
aafjes
Enables searching and retrieving information from the ClinicalTrials.gov databa…
C 59 66 100 50 0 27 81 85
12963
njohnsn
Provides weather information through OpenWeather API, enabling users to get cur…
C 59 55 56 41 19 81 89
12964
zcaceres
easy-mcp Claim 1
Simplifies creating MCP servers in TypeScript with an Express-like API and expe…
C 59 54 96 26 N/A 61 95 9
12965
Aguantar
DataOps ClickHouse MCP server with query optimization and pipeline monitoring
C 59 54 76 0 N/A 47 75 97
12966
callmybot
Count occurrences of any character in your text instantly. Specify the characte…
C 59 66 72 67 0 29 80 100
12967
MaitreyaM
gmail-mcp-server Claim
C 59 54 54 26 N/A 27 95 90
12968
tonkatsutoast
Provides real-time and historical stock market data through the Alpha Vantage A…
C 59 54 42 38 N/A 19 95 100
12969
peterw
Trackings MCP Server Claim 1
Integrates Claude Desktop with trackings.ai to manage projects, configure keywo…
C 59 66 78 68 0 24 78 98
12970
Traia-IO
An MCP server that provides standardized tools for AI agents to interact with t…
C 59 55 53 43 24 80 91
12971
autonsol
atxp-mcp Claim
Access 5+ ATXP agent tools via MCP: web search, AI image generation, email, and…
C 59 55 76 0 35 81 99
12972
gunning4it
Epitome Claim
Personal AI memory — gives every AI agent shared, persistent memory of you
C 59 66 78 68 0 45 81 81
12973
riosraul
A server-sent events (SSE) MCP server that runs on Azure Container Apps with AP…
C 59 55 54 38 23 81 97
12974
velosovictor
Graforest MCP Claim 1
Enables AI agents to build, populate, and search knowledge graphs by providing …
C 59 66 78 68 0 33 76 92
12975
ag2-mcp-servers
An MCP server that provides access to the New York Times Newswire API, allowing…
C 59 55 45 57 21 81 84
12976
Prooflie
An MCP server that provides deepfake detection capabilities, allowing clients t…
C 59 66 65 71 0 36 81 99
12977
kamath
Provide a dedicated MCP server focused on delivering capabilities related to An…
C 59 54 38 42 N/A 14 95 100
12978
Z333Q
p402 Claim
Multi-provider AI router with x402 micropayment settlement on Base L2. 1% flat …
C 59 55 68 0 N/A 70 71 97
12979
IcyKallen
AWS CLI MCP Server Claim 1
An MCP server that enables Claude to generate and execute AWS CLI commands, all…
C 59 55 45 56 20 81 88
12980
jnicolasgomez
Provides access to the Bandmate REST API for managing songs with chord notation…
C 59 66 74 62 0 38 80 96
12981
johan2328
An MCP server that enables Microsoft Copilot Studio to fetch and deliver random…
C 59 54 45 15 N/A 49 94 100
12982
rajeevchandra
Provides real-time weather information for any city worldwide using the Open-Me…
C 59 55 56 35 19 82 100
12983
yrannkv
mcp-edit-math Claim
Architectural Gatekeeper for AI coding. Prevents "tunnel vision" bugs by forcin…
C 59 54 54 32 N/A 49 87 74
12984
BitwaveCorp
Price Service MCP Claim
Provides real-time and historical cryptocurrency price data from multiple excha…
C 59 66 86 55 0 29 81 95
12985
Chaeyun06
Provide route finding and navigation capabilities using the Naver Maps API. Ena…
C 59 54 30 68 N/A 22 92 78
12986
magadsm
Enables safe execution of terminal commands across different shells (bash, cmd,…
C 59 54 66 53 N/A 18 95 49
12987
tachote
Enables out-of-band interaction testing by integrating ProjectDiscovery's inter…
C 59 66 66 68 0 44 81 98
12988
greedy52
teleport-docs-mcp Claim
Enables AI assistants to search and retrieve information from Teleport document…
C 59 55 56 22 44 81 94
12989
gws8820
ShippingTracker Claim
한국 택배 배송 조회를 위한 MCP 서버 MCP Server for Korean Shipment Tracking
C 59 55 46 30 43 81 100
12990
stucchi
Trello MCP Server Claim 2
An MCP server for the Trello REST API that enables managing boards, lists, card…
C 59 55 53 82 27 75 46
12991
kcbabo
my-mcp Claim 1
An MCP server framework featuring dynamic tool loading and a modular one-tool-p…
C 59 55 53 33 32 80 94
12992
irootsec
Integrates Shodan search capabilities into MCP-compatible applications for disc…
C 59 55 58 43 18 81 88
12993
HuggingAGI
MCP server based on baostock, providing access and analysis capabilities for Ch…
C 59 55 54 33 27 82 98
12994
rossumai
Rossum MCP Server Claim 1
A Model Context Protocol server that provides AI agents with read-only access t…
C 59 55 47 41 23 81 100
12995
Kim-soung-won
mcp-example Claim
C 59 54 30 45 N/A 26 94 100
12996
SmartManoj
Demonstrate how to quickly implement an MCP server with minimal setup. Enable s…
C 59 54 48 32 N/A 22 95 97
12997
fernsugi
x402-api-server Claim
Pay-per-call DeFi data API for AI agents via x402 micropayments (USDC on Base).…
C 59 66 96 43 0 29 80 100
12998
Lumif-ai
Provides technical analysis tools for cryptocurrency trading data, calculating …
C 59 55 66 31 17 78 94
12999
yesid-lopez
MLflow MCP Server Claim
Enables AI assistants to interact with MLflow experiments, runs, and registered…
C 59 55 60 82 22 81 35
13000
GPBK-STUY
TreasuryOS Claim
An AI-powered treasury management MCP server that enables users to perform comm…
C 59 55 58 31 27 81 93
Showing 12951–13000 of 56925 servers
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