MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31828
Scored
2112
Verified
16953
Complete

Last updated 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13051
clicon
Clixon MCP Server Claim
Enables AI agents to fetch and query network device configurations from Clixon-…
C 59 55 54 41 27 80 91
13052
Chaeyun06
Provide route finding and navigation capabilities using the Naver Maps API. Ena…
C 59 54 30 68 N/A 22 92 78
13053
patw
Enables natural language queries against a MongoDB movie database to search fil…
C 59 55 60 25 37 82 90
13054
iambond50-svg
Enables AI assistants to query, filter, and analyze local HTTP capture records …
C 59 54 48 33 N/A 27 92 92
13055
henry-insomniac
Horizon MCP Claim 2
An MCP server that exposes the Horizon content aggregation and analysis pipelin…
C 59 54 39 61 N/A 32 89 72
13056
AlekseiMarchenko
Persistent memory for AI agents. Store, recall, and share knowledge across sess…
C 59 55 72 0 N/A 70 69 94
13057
ghrud92
Loki MCP Server Claim 1
An MCP interface that allows AI assistants to query and analyze Grafana Loki lo…
C 59 55 60 62 46 80 39
13058
tylerjharden
flemcee Claim 1
An MCP server that enables remote control and automation of FL Studio via the f…
C 59 54 53 28 N/A 39 80 97
13059
ToseaAI
mcp-ToseaAI Claim
Official MCP server for ToseaAI that enables document-to-presentation workflows…
C 59 55 54 0 76 81 99
13060
shreyansh-ghl
MySQL MCP Server Claim 2
A Model Context Protocol server providing read-only access to MySQL databases, …
C 59 55 57 51 20 71 91
13061
Dan-Camargo
mcp-ytTranscript Claim
Simple MCP server that returns the transcription of a Youtube video using url a…
C 59 54 50 35 N/A 23 90 96
13062
JordanDalton
A minimalist MCP server that integrates with Laravel Forge, allowing users to m…
C 59 55 48 67 18 81 72
13063
kukapay
An MCP server that streams the latest Binance announcements to your AI agents i…
C 59 55 45 38 38 81 95
13064
kwonsw812
kiwoom-mcp Claim 2
An MCP server that enables natural language control of Kiwoom Securities accoun…
C 59 54 33 75 41 87 59
13065
Lumos-Labs-HQ
Enables intelligent navigation and extraction of documentation from websites, a…
C 59 55 56 33 26 82 97
13066
itsnikhile
Provides specialized tools for data engineering tasks like SQL formatting, dbt …
C 59 54 72 0 N/A 27 94 97
13067
leescot
Enables search and retrieval of academic papers from PubMed database with advan…
C 59 55 60 33 16 83 94
13068
Azoraqua
Minestom MCP Server Claim 1
An MCP server designed for developers to build and manage Minestom-based Minecr…
C 59 55 63 22 79 80 57
13069
RobSpectre
mvf1 Claim
MCP server that controls [MultiViewer](https://multiviewer.app), an app for wat…
C 59 55 46 20 61 82 93
13070
duriantaco
skylos Claim
Dead code detection, security scanning, and code quality analysis for Python, T…
C 59 64 84 26 0 84 83 89
13071
wminson
Wraps the GitHub Copilot CLI to provide natural language command suggestions, e…
C 59 55 60 31 24 81 93
13072
13888285815
Windows-MCP Claim
A lightweight server that enables AI agents to interact natively with the Windo…
C 59 55 72 0 52 81 92
13073
topotal
Waroom MCP Claim
A Model Context Protocol (MCP) server that enables interaction with Waroom API …
C 59 55 54 100 31 81 13
13074
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
13075
ZaharGusyatin
An MCP server designed for React Native and Expo development that provides spec…
C 59 64 57 68 0 42 92 96
13076
luochang212
Card Magic MCP Claim 1
Implements the Chico & Dico card magic trick by encoding a hidden fifth card wi…
C 59 55 56 41 50 83 62
13077
abutbul
An MCP server that helps AI assistants manage expense-sharing for social events…
C 59 55 55 30 40 81 89
13078
11hritik11
Chess MCP Server Claim
Enables playing chess games with legal move validation and AI opponent moves po…
C 59 54 48 23 N/A 35 95 93
13079
dizzydes
0pi-mcp-server Claim
Store and retrieve data objects for free. Temporary cloud storage for agents. T…
C 59 64 90 33 0 46 95 90
13080
jwangkun
Enables real-time stock market analysis through AKShare API integration. Suppor…
C 59 55 72 36 16 81 81
13081
ekdh600
A TypeScript server that fully implements the Model Context Protocol (MCP) stan…
C 59 54 78 48 N/A 29 80 48
13082
kumr192
Provides secure, remote access to the Oracle Fusion Cloud Accounts Receivable R…
C 59 66 78 71 0 28 80 88
13083
aqara-docs
MySQL MCP Server Claim 1
Enables AI applications to interact with MySQL databases through a secure inter…
C 59 55 72 50 41 71 53
13084
njohnsn
Provides weather information through OpenWeather API, enabling users to get cur…
C 59 55 56 41 19 81 89
13085
AmeyMedewar
Automates cold email outreach for job applications by parsing job postings, gen…
C 59 54 60 27 N/A 21 95 87
13086
Ansvar-Systems
czech-law-mcp Claim
Czech legislation via MCP — full-text search across statutes and provisions
C 59 66 90 33 0 59 83 91
13087
dekstop
MCP-dev Claim
Custom MCP tools for local development that enable file system access, shell co…
C 59 54 60 18 N/A 21 95 99
13088
edgeedgehq
coverageunlocked Claim
AI-powered insurance denial appeals. Win probabilities, payer intelligence & re…
C 59 55 72 0 N/A 55 81 92
13089
tachote
Enables out-of-band interaction testing by integrating ProjectDiscovery's inter…
C 59 66 66 68 0 44 81 98
13090
Sauravmehto
Provides comprehensive stock intelligence workflows by integrating data from mu…
C 59 55 60 82 25 77 35
13091
zsembek
Cube.js MCP Server Claim
Enables AI assistants to query and analyze data from Cube.js analytics platform…
C 59 55 66 38 24 76 85
13092
BlinkVoid
PromptSmith Claim 1
An MCP server that provides 'Reasoning as a Service' by analyzing tasks to sele…
C 59 55 53 17 53 84 93
13093
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
13094
fengin
A MCP server that integrates with Cursor IDE to generate images based on text d…
C 59 54 65 32 N/A 43 95 53
13095
HyunjunJeon
All-Search MCP Server Claim 1
An MCP server that enables web search and document retrieval capabilities throu…
C 59 55 63 43 24 81 78
13096
kukapay
An MCP server that delivers real-time market odds from Polymarket.
C 59 55 57 28 43 80 86
13097
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
13098
adhinugroho1711
Exposes Indodax's Private and Public REST APIs as MCP tools, enabling AI agents…
C 59 55 62 35 18 81 92
13099
illuminaresolutions
n8n MCP Server Claim 3
An MCP server enabling secure interaction with n8n workflows, executions, and s…
C 59 66 75 66 0 44 78 90
13100
shervinemp
An MCP server that analyzes Python codebases using AST, stores code elements in…
C 59 55 63 28 21 81 98
Showing 13051–13100 of 66495 servers
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