MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7651
hanweiit007
HotNews MCP Server Claim 1
Provides real-time hot trending topics and heat indices from nine major Chinese…
B 70 55 78 87 41 82 51
7652
readmigo
shipkit Claim
Unified app publishing MCP Server for Google Play, App Store, and 10+ Chinese s…
B 70 54 84 43 N/A 55 75 90
7653
cbyrohl
mcp-server-ads Claim 1
An MCP server for the NASA Astrophysics Data System (ADS) that enables searchin…
B 70 55 57 71 51 82 89
7654
phkus
Enables deployment of remote MCP servers on Cloudflare Workers without authenti…
B 70 55 72 71 34 80 81
7655
bbajor
Exposes Cursor IDE's MCP tools (codebase search, file operations) as an HTTP AP…
B 70 55 90 83 39 81 41
7656
tensakulabs
telegram-mcp Claim
A minimal Model Context Protocol server for interacting with Telegram bots via …
B 70 55 66 43 64 80 100
7657
xxxbrian
mcp-rquest Claim 1
A MCP server providing realistic browser-like HTTP request capabilities with ac…
B 70 55 81 38 N/A 60 81 91
7658
ejcho623
agent-breadcrumbs Claim
Unified agent work logging and observability across ChatGPT, Claude, Cursor, Co…
B 70 55 86 36 56 82 88
7659
aguaitech
A simple server that enables CRUD operations on Elementor data for WordPress pa…
B 70 55 68 70 27 81 95
7660
dearlordylord
huly-mcp Claim 2
MCP server for Huly project management. Query issues, create and update tasks, …
B 70 54 57 56 65 83 92
7661
franciscorojas27
A modular server that enables management of MongoDB databases, collections, doc…
B 70 55 82 47 44 76 95
7662
danny-avila
A reference implementation demonstrating proper MCP server patterns with HTTP t…
B 70 55 68 70 25 81 96
7663
aakarsh-sasi
mcp-with-ssh Claim
Memory bank with Server as SSH support for central knowledge base
B 70 55 86 28 64 82 90
7664
Cactusinhand
mcp_server_notify Claim 1
A MCP server that send desktop notifications with sound effect when agent tasks…
B 70 54 59 61 N/A 48 89 94
7665
justanotherspy
MCP Agent Memory Claim 1
A production-ready MCP server that enables multiple AI agents to collaborate th…
B 70 54 60 67 N/A 23 90 100
7666
FabrWill
GraphQL MCP Server Claim 1
A Model Context Protocol server for executing GraphQL queries, allowing AI mode…
B 70 55 57 70 43 81 95
7667
osamaloup
Provides file system operations (read, write, list, delete) and Git repository …
B 70 55 78 53 26 81 100
7668
PlayAINetwork
HyperEVM MCP Claim
Enables AI agents to interact with HyperLend protocol and Kittenswap DEX on Hyp…
B 70 55 72 57 47 77 93
7669
Kenan7
Enables interaction with WooCommerce stores through the WordPress REST API, sup…
B 70 55 72 68 29 78 95
7670
GeiserX
genieacs-mcp Claim 1
MCP server bridging GenieACS TR-069 ACS instances to LLMs for CPE device manage…
B 70 54 35 62 N/A 67 95 100
7671
TamarEngel
jira-github-mcp Claim
MCP server that integrates Jira and GitHub to automate end-to-end developer wor…
B 70 54 78 40 N/A 47 92 91
7672
leolech14
YTPipe Claim
Transforms YouTube videos into LLM-ready knowledge bases through transcription,…
B 70 55 66 62 50 82 90
7673
promokit
A Model Context Protocol server designed to integrate with Claude Desktop, allo…
B 70 54 63 68 N/A 23 95 90
7674
ruchernchong
An MCP server implementation for accessing Google Analytics 4 (GA4) data, built…
B 70 55 79 35 73 81 83
7675
ContexaAI
Notion MCP Server SSE Claim 1
Enables interaction with Notion workspaces through the Notion API using Server-…
B 70 55 84 42 52 80 87
7676
BaranDev
Provides direct access to the RAWG gaming database, allowing users to search fo…
B 70 55 70 56 34 83 100
7677
leonskenidy
Provide seamless access to Omi conversations and memories through a standardize…
B 70 54 66 70 N/A 24 87 91
7678
CTD-Techs
Enables KYC (Know Your Customer) verification through API integration, supporti…
B 70 55 84 77 27 81 65
7679
kevindarstNBB
MCP server for searching horse boarding facilities and trainers across the Unit…
B 70 44 60 37 81 98
7680
iamanishroy
FireMCP Claim
Enables AI agents and LLMs to securely interact with Firestore databases throug…
B 70 55 72 52 44 81 97
7681
abhinv98
Enables AI agents to query, explore, and analyze PostgreSQL databases through t…
B 70 55 78 62 21 81 94
7682
dflatline
HopperPyMCP Claim
A FastMCP server plugin for the Hopper disassembler that enables AI assistants …
B 70 54 80 36 N/A 34 95 98
7683
StarGazer1995
mcp-stargazing Claim
Calculate the altitude, rise, and set times of celestial objects (Sun, Moon, pl…
B 70 55 78 41 57 82 91
7684
Vladim8rr2
imessage-mcp Claim
A read-only MCP server for macOS that enables users to search through iMessage …
B 70 54 60 51 N/A 61 92 89
7685
leo-ye0
A comprehensive financial data analysis server providing Yahoo Finance data for…
B 70 54 60 62 N/A 29 95 95
7686
spencer-life
Exposes LangChain and Anthropic Claude capabilities as tools for generating pro…
B 70 55 90 42 42 83 86
7687 B 70 54 62 63 N/A 37 90 94
7688
AkM-2018
AWS CDK MCP Server Claim
Provides guidance and tools for the AWS Cloud Development Kit, including infras…
B 70 55 54 82 44 80 86
7689
RKTakami
Provides up-to-date information for Rust and Slint development by fetching real…
B 70 55 72 60 44 80 87
7690
WeiWeicode
Node.js MCP Server Claim
A comprehensive MCP server that enables file operations, mathematical calculati…
B 70 54 68 61 N/A 24 95 94
7691
ThomAub
ClickHouse MCP Server Claim 2
A Model Context Protocol server that enables Large Language Models to seamlessl…
B 70 55 71 56 38 80 100
7692
ghively
Any-API MCP Server Claim
A configurable MCP server that adapts any HTTP API into an MCP toolset with gen…
B 70 55 72 75 22 81 89
7693
jskorlol
Creates compact skeleton representations of large JSON files by preserving stru…
B 70 55 78 91 27 81 55
7694
gemyago
Enables interaction with Bitbucket through the Model Context Protocol, allowing…
B 70 55 80 71 67 81 43
7695
st3v
Enables creation, management, and scheduling of Garmin Connect workouts from na…
B 70 55 82 41 45 81 98
7696
whbfxy
Enables fetching, searching, and summarizing WeChat public account articles thr…
B 70 54 72 61 N/A 33 90 84
7697
pyang2045
TWSE MCP Server Claim
Provides real-time access to Taiwan Stock Exchange market data, financial repor…
B 70 55 88 91 30 81 39
7698
priteshshah96
A simple application demonstrating Model Context Protocol (MCP) integration wit…
B 70 55 82 66 16 77 94
7699
potato-castle
Mono Memory MCP Claim
A self-hosted MCP server that provides AI assistants with a shared, persistent …
B 70 54 66 43 48 92 99
7700
kbhuw
Enables serving and querying documentation with AI capabilities, allowing users…
B 70 55 78 43 44 81 99
Showing 7651–7700 of 67197 servers
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