MCP Server Quality Scores

Independent quality analysis of 58073 public MCP servers

58073
Discovered
29849
Scored
2112
Verified
16953
Complete

Last updated 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8501
ispyridis
Calibre MCP Server Claim
Enables searching and reading books from your Calibre ebook library through MCP…
C 69 54 90 33 N/A 23 95 90
8502
Racimy
Enables users to search for movies and retrieve showtimes from Allociné, includ…
C 69 55 78 52 30 81 94
8503
Meerkats-Ai
Icypeas MCP Server Claim 1
A Model Context Protocol server that integrates with the Icypeas API to help us…
C 69 55 63 70 22 80 99
8504
escenariosparalatransformacion
Enables humanitarian negotiators to analyze complex situations using proven met…
C 69 55 66 61 45 81 88
8505
hofill
RequestRepo MCP Claim 2
An MCP server providing complete access to the RequestRepo toolset for managing…
C 69 55 45 70 49 82 100
8506
MinhazTopaz
Figma MCP Server Claim
Connects AI applications to Figma API for extracting design data, generating pr…
C 69 55 66 66 26 81 100
8507
shtansky-bikeleasing
Weather MCP Server Claim
Enables users to fetch current weather conditions for any city worldwide and di…
C 69 55 78 62 28 69 100
8508
sharkusmanch
Steam MCP Server Claim
Provides tools for interacting with the Steam Web API to access player profiles…
C 69 55 76 40 65 81 86
8509
BrowseAI-HQ
BrowserAI-Dev Claim
Evidence-backed web research for AI agents. Real-time search with cited claims,…
C 69 66 94 71 0 79 81 96
8510
Legolasan
Enables Claude to interact with Snowflake data warehouses through natural langu…
C 69 55 78 47 43 76 97
8511
shadowrootdev
MCP server providing 100+ AI agent skills from Anthropic, Vercel, Trail of Bits…
C 69 64 96 58 0 79 92 97
8512
FYZAFH
mcp-codex-dev Claim 1
An MCP server that integrates Codex CLI into Claude Code workflows for code wri…
C 69 54 57 63 N/A 41 92 88
8513
Takatoshi-Miura
MCP-Weather Claim
Enables retrieval of weather information for major cities across Japan using th…
C 69 55 78 53 35 81 88
8514
msaltnet
Excel Search MCP Claim
Enables AI models to search, read, and analyze Excel files from your local file…
C 69 54 70 33 N/A 48 95 98
8515
flrngel
Enables Claude to maintain persistent memory across conversations using a local…
C 69 55 94 82 23 80 46
8516
vitorpavinato
Comprehensive NCBI/PubMed literature search server with advanced analytics, cac…
C 69 55 84 46 25 82 98
8517
feesch
Salt MCP Claim
Enables AI agents to build React applications using JP Morgan Chase's Salt Desi…
C 69 54 54 60 N/A 35 92 100
8518
dbsmith7491
This MCP server enables users to interact with AWS Amplify Gen2 application dat…
C 69 55 66 71 26 76 98
8519
jbroll
Provides secure access to containerized build environments for software project…
C 69 55 84 91 25 81 43
8520
karnagge
Enables querying Brazilian electoral data through TSE's official API. Supports …
C 69 55 72 65 23 82 92
8521
jaenster
TypeScript LSP MCP Claim 1
Exposes TypeScript Language Server Protocol functionality to AI agents, enablin…
C 69 55 68 62 35 82 92
8522
DuncanDam
Enables comprehensive content analysis through web scraping, document processin…
C 69 55 72 61 27 81 96
8523
Tom-Semple
MCP Apple Notes Claim 2
A Model Context Protocol server that enables semantic search and RAG over your …
C 69 54 63 58 N/A 21 95 98
8524
PierreGode
MCP Time Server Claim 1
Provides time and date functionality with support for multiple formats and time…
C 69 55 92 91 26 81 35
8525
ThetaBird
mcp-server-axiom-js Claim 1
An npx-compatible port of @Axiom's mcp-server-axiom
C 69 55 60 70 38 78 95
8526
aynul-abedin
my-mcp-server Claim
C 69 54 66 61 N/A 24 95 91
8527
nomura565
Enables comprehensive office seat reservation management including viewing avai…
C 68 55 72 55 21 81 100
8528
Leee62
Sentry Issues MCP Claim
A server that enables retrieval of Sentry issues through two simple tools - get…
C 68 55 48 100 40 81 65
8529
terrylinhaochen
Crowdlistening
C 68 55 84 43 45 74 91
8530
thebenlamm
Moltbook MCP Server Claim 1
Enables interaction with the Moltbook social platform, a Reddit-like community …
C 68 54 60 46 N/A 49 90 97
8531
codewith1984
A Model Context Protocol compatible server that provides weather information fo…
C 68 55 66 100 N/A 22 95 37
8532
izzzzzi
codewiki-mcp Claim 1
MCP server for codewiki.google. Search repos, fetch AI-generated wiki docs, and…
C 68 55 49 82 78 95 37
8533
surferdot
MCP SVG Converter Claim 1
A Model Context Protocol server that provides tools for converting SVG code to …
C 68 54 39 65 N/A 52 90 100
8534
OnePieceLwc
Mind Map MCP Claim
Automatically generates mind map images from text content using Coze API workfl…
C 68 55 86 66 23 81 68
8535
Disturbing
A template repository for bootstrapping Model Context Protocol (MCP) servers wi…
C 68 55 60 52 45 84 100
8536
sailay1996
Enables cost-effective repository analysis, code search, file editing, and task…
C 68 55 72 82 25 81 67
8537
sndani
A server that enables Claude AI to interact with Weaviate vector databases, sup…
C 68 55 78 48 40 81 89
8538
rugvedp
Twitter Marketing MCP
C 68 55 66 62 34 81 90
8539
JesseHenson
test-mcp Claim
C 68 54 56 55 N/A 29 94 100
8540
advitrocks9
Provides structured, SQL-style query access to Notion databases, allowing Claud…
C 68 55 60 71 30 81 92
8541
egyleader
Dart MCP Server Claim 1
Bridge the gap between AI coding assistants and Dart/Flutter development workfl…
C 68 55 66 82 N/A 53 95 33
8542
gendosu
Notion MCP Server Claim
Enables AI agents to interact with Notion workspaces through the Notion API. Su…
C 68 55 92 65 46 81 41
8543
w-jeon
mcp-brave-search Claim 1
brave search
C 68 55 78 61 22 81 87
8544
matthewp
Lyceum Claim 1
An MCP server that enables querying and managing Calibre libraries via chat by …
C 68 55 51 66 48 81 97
8545
olgasafonova
Access Nordic business registries (Norway, Denmark, Finland, Sweden). 23 tools.
C 68 54 72 41 N/A 80 83 68
8546
realwigu
mcp-doctor Claim
Zero-config diagnostics for MCP servers. Auto-discovers configs across Claude C…
C 68 55 72 25 N/A 72 80 100
8547
kondisettyravi
Enables cryptocurrency trading on Bybit exchange through comprehensive market d…
C 68 55 78 83 23 81 60
8548
ishuru
Open MCP Server Claim
A modular productivity automation server providing reusable prompt templates, c…
C 68 55 96 82 30 81 30
8549
FradSer
将各种格式的文件转换为Markdown描述,帮助用户轻松获取文件内容的结构化信息。通过Cloudflare AI服务,支持多种文件类型的转换,提升文档处理效率。
C 68 55 60 67 N/A 31 81 93
8550
ragingwind
A server that enables browser-based local LLM inference using Playwright to aut…
C 68 54 62 61 N/A 18 95 93
Showing 8501–8550 of 58073 servers
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