MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 25 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4651
crdant
mbta-mpc-server
B 74 55 72 63 65 81 91
4652
yzfly
douyin-mcp-server Claim 1
提取抖音无水印视频链接,视频文案,douyin-mcp-server,mcp,claude skill,支持龙虾
B 74 55 66 82 N/A 55 81 83 HT
4653
guangxiangdebizi
URL2QR MCP Server Claim
Converts URLs into scannable QR codes with customizable options like error corr…
B 74 55 96 43 44 81 100
4654
PancrePal-xiaoyibao
Enables searching and querying clinical trials from ClinicalTrials.gov with int…
B 74 55 94 55 47 81 83
4655
stackpress
Provides Stackpress framework context and documentation to AI utilities like Cl…
B 74 54 68 63 N/A 60 90 89
4656
dbsectrainer
mcp-eval-runner Claim
A standardized testing harness for MCP servers and agent workflows
B 74 44 58 N/A N/A 62 83 96
4657
jorgeraad
mcp4gql Claim
GraphQL MCP Server that acts as a bridge allowing MCP clients (like Cursor or C…
B 74 55 74 73 41 80 97
4658
aj47
Enables debugging and automation of native Electron applications on macOS throu…
B 74 54 80 57 N/A 30 95 98
4659
shedyhs
pg-mcp Claim
Enables AI assistants to query PostgreSQL databases, inspect schemas, and retri…
B 74 55 84 100 45 81 46
4660
saleor
Saleor MCP Server Claim
Enables AI assistants to interact with Saleor Commerce instances to fetch data …
B 74 55 67 70 52 81 99
4661
steiner385
Enables semantic code search across codebases using Qdrant vector database and …
B 74 55 94 40 53 82 96
4662
santanu2908
demo-mcp-01 Claim
A starter MCP server that provides a calculator tool for performing basic arith…
B 74 54 70 55 N/A 53 95 97
4663
tcsavage
Provides semantic search capability over Obsidian vaults and exposes recent not…
B 74 54 94 57 N/A 17 95 88
4664
code-atlantic
Resurgo-MCP Claim
Capture and resurface knowledge - search nodes, quick capture, manage resurfaci…
B 74 54 60 70 N/A 46 95 94
4665
coreymhudson
Enables the generation, mutation, and evolution of DNA and protein sequences us…
B 74 55 92 52 46 83 91
4666
entanglr
Enables LLMs to interact with MediaWiki installations as a bot user, supporting…
B 74 55 66 82 58 81 82
4667
georgeLochner
Playwright MCP Claim 2
Provides browser automation capabilities for LLMs using Playwright's accessibil…
B 74 55 62 100 59 82 63
4668
WAI-Soft
Enables seamless task synchronization between Kiro IDE and the Cirvoy project m…
B 74 54 72 68 37 89 98
4669
shizhMSFT
ORAS MCP Server Claim
Enables users to interact with container registries through the ORAS CLI, provi…
B 74 55 72 58 57 83 100
4670
Abhishekrajpurohit
Motion.dev MCP Server Claim 1
Provides AI assistants with comprehensive access to Motion.dev animation librar…
B 74 55 100 100 30 80 39
4671
jbccc
Provides document reranking capabilities via the ZeroEntropy Zerank API, allowi…
B 74 55 78 76 26 81 95
4672
lordbasilaiassistant-sudo
Stripe analytics — revenue, customers, subscriptions, refunds, churn from Claud…
B 74 54 90 61 N/A 32 75 100
4673
apridachin
Kagi MCP Server Claim 1
Allows the use of Kagi's API for web searching and content enrichment through m…
B 74 55 90 66 40 80 85
4674
spences10
mcp-svelte-docs Claim
🔍 MCP server that lets you search and access Svelte documentation with built-in…
B 74 55 64 100 N/A 67 92 42
4675
jayasimhag1reddy
Enables cross-window context sharing in VS Code by persisting Copilot conversat…
B 74 54 90 52 N/A 27 95 95
4676
mario-andreschak
MCP server that exposes Google's Veo2 video generation capabilities, allowing c…
B 74 55 78 62 44 80 98
4677
BartoseLudwiczuk
Converts various file types (PDF, images, audio, DOCX, XLSX, PPTX) and web cont…
B 74 55 78 58 48 81 100
4678
k-n-t-lam
Decide Test MCP Claim
Enables Claude to generate executable test cases from decision tables in CSV, J…
B 74 55 78 61 64 81 83
4679
NimbleBrainInc
MCP Finnhub Server Claim
Provides comprehensive financial market data and news through the Finnhub API. …
B 74 55 84 43 69 83 94
4680
Prince77-7
Quran MCP Server Claim 1
Provides AI assistants with comprehensive access to Islamic resources including…
B 74 55 72 100 35 81 67
4681
A-Niranjan
Provides secure filesystem access for AI models through the Model Context Proto…
B 74 55 78 62 48 81 94
4682
kbyk004-diy
A server that analyzes website performance using Playwright and Lighthouse, all…
B 74 54 76 61 N/A 40 90 94
4683
akseyh
bear-mcp-server Claim
Allows the AI to read from your Bear Notes (macOS only)
B 74 54 80 52 N/A 44 94 93
4684
zeeweebee
A Minecraft bot that allows Claude and other LLMs to control a Minecraft charac…
B 74 54 68 62 N/A 44 90 100
4685
pma1999
An MCP server for academic research that enables paper search across 14 sources…
B 74 54 92 41 N/A 56 95 79
4686
meshpop
meshdb Claim
Distributed search and indexing MCP — full-text search, semantic queries, struc…
B 74 54 94 42 N/A 47 90 91
4687
john-zhang-dev
Xero MCP Server Claim 1
An MCP server allowing Clients to interact with Xero Accounting Software
B 74 54 63 52 N/A 72 90 96
4688
pnmice
Enables natural language management of Docker containers, images, networks, and…
B 74 55 80 61 47 81 95
4689
Kynlos
Connects Obsidian vaults to AI assistants with 121 tools for automated note cre…
B 74 55 86 82 N/A 49 95 43
4690
momentohq
Momento MCP Server Claim
Enables interaction with Momento Cache to manage cache entries and perform admi…
B 74 55 62 67 64 80 97
4691
lchinglen
time-mcp-server Claim 2
MCP server for timezone conversions and time queries with support for IANA time…
B 74 55 75 100 N/A 50 95 36
4692
arjunkmrm
mcp-minecraft Claim
Allows AI models to observe and interact with the Minecraft world through a bot.
B 74 54 78 58 N/A 44 89 96
4693
cenemil
DNS MCP Server Claim 1
Enables comprehensive DNS operations including lookups for various record types…
B 74 55 90 100 38 81 41
4694
hyun-hyang
playwright-mcp Claim 2
B 74 55 62 100 N/A 52 95 54
4695
aliKatlabi
Provides secure filesystem operations, HTTP fetching with SSRF protection, JSON…
B 74 55 72 75 39 81 98
4696
cfdude
Jira MCP Server Claim
Enables enterprise-level integration with Jira's REST API for AI assistants to …
B 74 55 86 43 67 82 91
4697
Darkstar326
Enables LLMs to interact with Feishu Base (Lark) databases by providing compreh…
B 74 55 90 68 27 81 91
4698
matty-v
Enables searching, retrieving, and managing files in Google Drive using a servi…
B 74 55 78 68 35 81 100
4699
AiAgentKarl
solana-mcp-server Claim
Solana blockchain data for AI agents — wallet balances, token prices, DeFi yiel…
B 74 44 66 N/A N/A 30 95 94
4700
timolein74
mcp-server Claim
EUR settlement for AI agents via x402 protocol. Market data, AI tools, crypto a…
B 74 55 72 56 66 80 99
Showing 4651–4700 of 67197 servers
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