MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29777
Scored
2112
Verified
16953
Complete

Last updated 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12901
jbwcloudflare
A tool for deploying a remote Model Context Protocol server on Cloudflare Worke…
C 60 55 48 66 38 80 66
12902
akshithambekar
Arithmuse Claim
A minimal Python-based MCP server that provides standard arithmetic tools inclu…
C 60 54 54 22 N/A 27 95 100
12903
CM004
Enables direct interaction with a SQLite database through custom-mapped tools f…
C 60 54 58 25 N/A 25 90 98
12904
ref-tools
Provide your AI coding tools with token-efficient access to up-to-date technica…
C 60 66 90 40 0 59 86 88
12905
J621111
Enables the automatic generation of complete Live2D models from a single photo …
C 60 54 62 27 N/A 27 90 90
12906
jianger666
Save your Cursor monthly quota! Unlimited AI interactions in one conversation v…
C 59 64 84 33 0 61 95 84
12907
choec77
NCP MCP Server Claim
Enables conversational management of Naver Cloud Platform infrastructure throug…
C 59 55 72 63 24 81 42
12908
avivshafir
trykittai-mcp-server
C 59 55 56 27 41 81 91
12909
sposer
mcp-fetch Claim
A minimal MCP server that enables HTTP requests with any method, headers, and b…
C 59 55 50 33 45 81 90
12910
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
12911
lalrow
Enables web search capabilities through the Tavily API and serves as a demonstr…
C 59 55 54 37 26 81 95
12912
JonaFly
RednoteMCP Claim
Enables automated interaction with Xiaohongshu (Little Red Book) to search for …
C 59 54 56 36 N/A 27 87 87
12913
GitDzreal93
A FastMCP framework-based server providing Android device automation control ca…
C 59 54 62 28 N/A 19 88 90
12914
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
12915
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
12916
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
12917
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
12918
HuggingAGI
MCP server based on baostock, providing access and analysis capabilities for Ch…
C 59 55 54 33 27 82 98
12919
Jnix2007
Enables agents to query Base blockchain data using natural language by providin…
C 59 66 76 58 0 46 81 97
12920
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
12921
squidlerio
@squidlerio/mcp Claim
An MCP proxy that connects AI clients to the remote Squidler MCP server while p…
C 59 55 72 10 32 81 98
12922
themeselection
FlyonUI MCP Server Claim
An AI-powered Tailwind builder that helps developers create, inspire, and refac…
C 59 64 68 55 0 45 95 92
12923
evimeyer
A deployable MCP server on Cloudflare Workers that enables using custom tools w…
C 59 55 54 58 28 69 82
12924
Aifornorms
Excel MCP Server Claim 1
A Model Context Protocol server that enables AI agents to create, read, and mod…
C 59 55 57 31 42 69 97
12925
cserra16
A local testing MCP server that provides weather information for L'Hospitalet d…
C 59 54 48 30 N/A 24 94 98
12926
Arindam200
devto-mcp Claim 1
MCP Server of DevTo
C 59 55 39 35 N/A 48 81 100
12927
kukapay
rug-check-mcp Claim 1
An MCP server that detects potential risks in Solana meme tokens.
C 59 55 45 32 42 82 95
12928
vestimir
A starter kit for building Model Context Protocol servers that enables AI tools…
C 59 55 54 100 20 81 25
12929
valyuAI
A Model Context Protocol server that provides LLMs with access to Valyu's knowl…
C 59 66 75 71 0 40 81 83
12930
Eivs
Enables Google search queries and webpage content extraction through an MCP ser…
C 59 66 72 72 0 28 82 96
12931
ag2-mcp-servers
An MCP Server that enables interaction with Maharashtra's Motor Vehicle Departm…
C 59 55 45 60 21 81 81
12932
sauniket
Enables AI agents to retrieve real-time stock data, manage watchlists, and perf…
C 59 55 48 33 43 80 93
12933
johan2328
An MCP server that enables Microsoft Copilot Studio to fetch and deliver random…
C 59 54 45 15 N/A 49 94 100
12934
molavec
MCP YAML API Claim 2
A Model Context Protocol server that creates tools from API configurations defi…
C 59 55 69 65 25 81 42
12935
ToseaAI
mcp-ToseaAI Claim
Official MCP server for ToseaAI that enables document-to-presentation workflows…
C 59 55 54 0 76 81 99
12936
sanketshinde3001
MCP Server Claim 1
A Model Context Protocol server that provides greeting tools, resources, and pr…
C 59 55 29 100 N/A 23 95 37
12937
rockmelodies
Enables remote container security monitoring and management through Docker API …
C 59 55 60 32 37 81 85
12938
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
12939
GonTwVn
GonMCPtool Claim 2
A TypeScript-based Model Context Protocol toolkit that enables AI to interact w…
C 59 55 54 82 N/A 46 89 16
12940
Areso
safe-ssh-mcp Claim
A secured scoped SSH MCP server for executing safe read-only diagnostic DevOps …
C 59 54 58 0 N/A 68 82 98
12941
giancarloerra
socraticode Claim 3
MCP server for local codebase indexing, semantic search, and code dependency gr…
C 59 64 61 61 0 88 69 90
12942
jonsonliai
OpenViking MCP Server Claim 1
Integrates the OpenViking context database with Cloudwise SA Workflow Skills to…
C 59 55 60 33 27 83 88
12943
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
12944
b-open-io
A collection of Bitcoin SV tools for the Model Context Protocol that enables AI…
C 59 66 86 43 0 56 81 91
12945
iambond50-svg
Enables AI assistants to query, filter, and analyze local HTTP capture records …
C 59 54 48 33 N/A 27 92 92
12946
VlaadislavKr
Enables seamless interaction with MySQL, PostgreSQL, and SQLite databases throu…
C 59 55 54 53 26 71 86
12947
DeveloperZo
Enables comprehensive audio file analysis and metadata extraction with speciali…
C 59 64 78 48 0 39 95 92
12948
chrisvin-jabamani
Lotus MCP Claim
Enables creation of reusable browser automation skills through demonstration by…
C 59 66 80 63 0 29 81 95
12949
wminson
Wraps the GitHub Copilot CLI to provide natural language command suggestions, e…
C 59 55 60 31 24 81 93
12950
tanteng
MCP Demo Claim 1
A demonstration Model Context Protocol server that includes a web-based interfa…
C 59 54 80 0 N/A 30 84 98
Showing 12901–12950 of 56925 servers
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