MCP Server Quality Scores

Independent quality analysis of 69052 public MCP servers

69052
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 8 hours, 56 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6851
hmq19900504
Provides real-time financial market data for stocks across multiple markets (A-…
B 71 5⁄5 ◉ ⏳ 78 68 — 25 82 92
6852
koladev32
Facilitates note storage and summarization through custom URIs, allowing users …
B 71 5⁄4 ◉ ⏳ 78 56 N/A 20 95 94
6853
bobtista
Create videos and images using Luma AI, this MCP server handles all API functio…
B 71 5⁄5 ◉ ⏳ 84 82 — 22 81 66
6854
runwayml
Enables AI video and image generation through the Runway API. Supports video ge…
B 71 5⁄5 ◉ ⏳ 54 82 — 49 81 85
6855
anggakawa
A read-only MCP server that provides AI assistants with structured access to So…
B 71 5⁄5 ◉ ⏳ 80 55 — 30 83 100
6856
BerdTan
MCP Learning Project ⚡ Claim 1
A comprehensive learning platform for Model Context Protocol development that t…
B 71 5⁄4 ◉ ⏳ 78 56 N/A 18 90 100
6857
hunseokko
mcp-google-sheets ⚡ Claim
B 71 5⁄4 ◉ ⏳ 72 41 N/A 45 95 99
6858
bee4come
Plan-MCP ⚡ Claim 1
An MCP server that uses Google Gemini AI to analyze requirements, create projec…
B 71 5⁄4 ◉ ⏳ 63 60 N/A 45 95 91
6859
liaoshengrong
Enables one-click deployment of static websites and HTML files to IPFS through …
B 71 5⁄4 ◉ ⏳ 74 58 N/A 46 87 85
6860
itsanamune
Enables interaction with Retell AI's voice and chat agent platform. Build, depl…
B 71 5⁄5 ◉ ⏳ 86 100 — 24 81 42
6861
HenryHaoson
📇 ☁️ A Model-Context-Protocol (MCP) server for integrating with Yuque API, allo…
B 71 5⁄4 ◉ ⏳ 60 68 N/A 36 87 97
6862
dhinojosac
A comprehensive template for building MCP servers with TypeScript, Fastify, and…
B 71 5⁄5 ◉ ⏳ 72 66 — 29 81 100
6863
bastienchabal
Gmail MCP Server ⚡ Claim
Enables intelligent integration with Gmail and Google Calendar for context-awar…
B 71 5⁄5 ◉ ⏳ 72 66 — 27 80 98
6864
lucas-deangelis
An implementation of the Model Context Protocol that enables interaction with A…
B 71 5⁄5 ◉ ⏳ 66 66 — 41 81 99
6865
RyotaOzawa0
An MCP server that utilizes LangGraph and Google Gemini to conduct comprehensiv…
B 71 5⁄5 ◉ ⏳ 69 71 — 44 82 83
6866
nolleh
MCP Vertica ⚡ Claim
A Model-Context-Protocol server that provides SQL query execution and database …
B 71 5⁄5 ◉ ⏳ 78 37 — 62 80 99
6867
ThinkyMiner
codetree ⚡ Claim
Gives coding agents structured code understanding via tree-sitter with 23 tools…
B 71 5⁄4 ◉ ⏳ 78 35 N/A 54 95 93
6868
myleshorton
Wick Claim
Browser-grade web access for AI agents. Fetches any webpage, returns clean mark…
B 71 4⁄4 ◉ ⏳ 48 N/A N/A 44 95 95
6869
amxkifir
Provides comprehensive access to Blue Archive game data including students, equ…
B 71 5⁄5 ◉ ⏳ 88 82 — 27 82 58
6870
Augmented-Nature
A comprehensive Model Context Protocol (MCP) server for accessing Human Protein…
B 71 5⁄5 ◉ ⏳ 78 60 — 31 83 91
6871
zbdpay
A server that adds Bitcoin payment capabilities to LLMs, enabling sending/recei…
B 71 5⁄5 ◉ ⏳ 78 71 — 22 81 92
6872
aahl
MCP Server for Binge-watch / MoonTV / LunaTV. 一个用于追剧/追番的MCP服务器,为AI提供搜索影视播放地址的能力…
B 71 5⁄5 ◉ ⏳ 51 100 N/A 74 95 33
6873
Uninen
DevServer MCP ⚡ Claim 1
An MCP server that enables programmatic management and monitoring of developmen…
B 71 5⁄5 ◉ ⏳ 57 52 — 73 82 96
6874
cyq1017
Enables OpenClaw agents to delegate complex coding tasks to the Antigravity VS …
B 71 5⁄4 ◉ ⏳ 72 56 N/A 30 95 91
6875
sudinigoutham
An MCP server that scrapes content from web pages, including JavaScript-heavy s…
B 71 5⁄4 ◉ ⏳ 63 56 N/A 39 92 99
6876
DemeoStep
Provides secure, read-only access to PostgreSQL databases for schema inspection…
B 71 5⁄5 ◉ ⏳ 78 61 — 23 81 100
6877
lasaths
Provides access to 1,000+ Phosphor Icons with 6 weight styles, enabling icon se…
B 71 5⁄5 ◉ ⏳ 80 61 — 35 80 91
6878
evangstav
Memory MCP Server ⚡ Claim 1
Provides knowledge graph functionality for managing entities, relations, and ob…
B 71 5⁄5 ◉ ⏳ 60 62 — 54 82 96
6879
sworddut
A Model Context Protocol (MCP) server that allows AI models to safely access an…
B 71 5⁄5 ◉ ⏳ 80 95 N/A 40 95 27
6880
NakiriYuuzu
sql-mcp ⚡ Claim 1
A Model Context Protocol server for interacting with MSSQL and PostgreSQL datab…
B 71 5⁄5 ◉ ⏳ 51 75 — 51 81 97
6881
srinath1510
alltrails-mcp-server ⚡ Claim 1
A MCP server that provides access to AllTrails data, allowing you to search for…
B 71 5⁄5 ◉ ⏳ 79 37 — 54 85 100
6882
ipfind
ipfind-mcp-server ⚡ Claim
IP Address location service using the [IP Find](https://ipfind.com) API
B 71 5⁄5 ◉ ⏳ 68 60 — 40 82 100
6883
lucygoodchild
An MCP server for UK National Rail trains service, providing train schedules an…
B 71 5⁄5 ◉ ⏳ 79 63 — 23 80 100
6884
xue20010808
MCP Weather Server ⚡ Claim
Provides weather information using the US National Weather Service API, includi…
B 71 5⁄5 ◉ ⏳ 60 63 — 47 83 100
6885
skr-cloudify
Repomix Claim
Package remote and local repositories into a compact bundle for rapid code comp…
B 71 5⁄4 ◉ ⏳ 48 71 N/A 50 95 90
6886
datastrato
A FastMCP integration server that provides access to Apache Gravitino metadata …
B 71 5⁄5 ◉ ⏳ 68 60 — 44 81 100
6887
muness
Enables interaction with Xero accounting software to create and manage invoices…
B 71 5⁄5 ◉ ⏳ 94 38 — 47 81 88
6888
BjornMelin
High-performance server enabling AI assistants to access web scraping, crawling…
B 71 5⁄5 ◉ ⏳ 64 73 — 36 81 94
6889
amannm
DoorDash MCP Server ⚡ Claim 1
Enables interaction with the DoorDash Drive API to create, manage, and track de…
B 71 5⁄5 ◉ ⏳ 92 95 — 24 81 41
6890
yanmxa
OCM MCP Server ⚡ Claim
A gateway that enables Generative AI systems to interact with and manage multip…
B 71 5⁄4 ◉ ⏳ 70 68 N/A 23 95 89
6891
dave-wind
mysql-mcp-server ⚡ Claim
B 71 5⁄4 ◉ ⏳ 86 58 N/A 45 87 67
6892
hply
Enables AI assistants to deploy and manage static websites directly on EdgeOne …
B 71 5⁄5 ◉ ⏳ 88 58 — 24 82 91
6893
kazuph
Model Context Protocol server for Gmail integration. This allows Claude Desktop…
B 71 5⁄5 ◉ ⏳ 72 72 — 39 78 87
6894
alex-abrams711
Provides AI assistants with access to private React component library documenta…
B 71 5⁄4 ◉ ⏳ 68 60 N/A 24 95 98
6895
neosun100
notebookLM2PPT ⚡ Claim
Enables AI models to convert NotebookLM PDF exports into high-quality PowerPoin…
B 71 5⁄5 ◉ ⏳ 72 57 — 47 81 93
6896
54yyyu
code-mcp ⚡ Claim
Enables Claude AI to run terminal commands, perform file operations, and manage…
B 71 5⁄4 ◉ ⏳ 88 31 — 42 95 91
6897
vishnumouli
Enables searching for keywords in files with support for case-sensitive/insensi…
B 71 5⁄4 ◉ ⏳ 78 57 N/A 24 90 94
6898
tim10002
Provides tools for listing and querying Azure resources directly from any MCP c…
B 71 5⁄5 ◉ ⏳ 72 82 — 19 80 89
6899
erithwik
mcp-hn ⚡ Claim 1
An MCP server to search Hacker News, get top stories, and more.
B 71 5⁄5 ◉ ⏳ 77 50 — 48 82 92
6900
Selenium39
Qiita API MCP Server ⚡ Claim 1
Enables interaction with Qiita, a Japanese developer community platform, throug…
B 71 5⁄5 ◉ ⏳ 80 100 — 43 76 40
Showing 6851–6900 of 69052 servers
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