MCP Server Quality Scores

Independent quality analysis of 33790 public MCP servers

33790
Discovered
28875
Scored
2088
Verified
16951
Complete

Last updated 1 hour, 44 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16501
fonkychen
nature-vision-mcp Claim 1 2
Identifies biological species, returning Latin names with confidence scores.
F 25 54 80 70 N/A 31 90 91
16502
FractionEstate
Midnight + Next.js MCP Claim 1 2
Unified MCP server for Midnight blockchain development and Next.js dApps.
F 25 55 100 82 N/A 52 81 56
16503
RomThpt
xrpl-mcp-server Claim 1 2
MCP server for the XRP Ledger that provides access to account information, tran…
F 25 55 51 41 39 80 90
16504
juanisidoro
securecode Claim 1 2
Secrets vault for Claude Code with audit logs, access rules, and AES-256 encryp…
F 25 55 76 0 N/A 47 74 94
16505
mvs5465-test
Loki MCP Server Claim 1 2
Enables AI models to query and analyze Kubernetes cluster logs through Grafana …
F 25 55 48 32 30 82 99
16506
andytango
Puppeteer MCP Server Claim 1 2
Enables AI agents to automate browser interactions including navigation, conten…
F 25 55 62 62 24 71 93
16507
xiaobenyang-com
12306-MCP Claim 2
12306 ticket purchase search server based on Model Context Protocol (MCP). It p…
F 25 66 72 65 0 50 74 12
16508
TarminaRX
req-mcp-server Claim 1
A Bun-based MCP server providing a persistent HTTP request toolset for testing …
F 25 55 66 68 27 76 99
16509
SpunkySarb
DoorDash MCP Server Claim 1
Enables AI agents to search restaurants, browse menus, and manage DoorDash cart…
F 25 54 76 66 N/A 32 87 100
16510
yogeshbuilds
Discord MCP Server Claim 2
Enables sending messages to Discord channels directly from Cursor IDE using Dis…
F 25 55 60 60 26 76 88
16511
PranaytheSingh
Relentless MCP Server Claim 1 2
Enables AI assistants to read from and write to Notion databases through the Re…
F 25 55 84 75 31 80 98
16512
james-see
mcp-drawthings Claim 1 3
MCP server for Draw Things - local AI image generation on Mac
F 25 54 63 62 N/A 55 90 96
16513
pak3430
Enables unified management of reservations across multiple Korean platforms (Na…
F 25 55 68 41 24 80 99
16514
operator670
mcp-clado Claim 1 3
F 25 55 54 100 N/A 28 90 37
16515
mcma123
Firecrawl MCP Server Claim 2 4
A Model Context Protocol server that enables AI assistants to perform advanced …
F 25 55 81 68 47 80 89
16516
Stonewater-Digital
Snowdrop MCP Claim 1 2
Provides 667 specialized tools for financial and operational tasks, including f…
F 25 66 96 66 96 28 76 89
16517
petrsovadina
MCP Atlassian Server Claim 1
Integrates Atlassian products (Confluence, Jira) with Model Context Protocol, e…
F 25 55 90 71 36 78 91
16518
floriansmeyers
Claude Runner MCP Claim 2 3
An MCP server for scheduling and executing Claude Code CLI tasks via cron expre…
F 25 55 45 31 48 76 95
16519
Perf-Technology
perf-mcp Claim 1
Fact-check and fix AI outputs. Hallucination detection, schema validation, auto…
F 25 54 72 70 N/A 50 82 89
16520
cakriwut
Azure DevOps MCP Server Claim 1 2
Enables integration with Azure DevOps services, allowing interaction with work …
F 25 55 96 63 64 74 95
16521
thirdstrandstudio
Figma MCP Server Claim 1
Interact seamlessly with the Figma API to manage files, comments, components, a…
F 25 54 86 68 N/A 59 90 96
16522
sgriffin-magnoliacap
MCP server for snowflake that doesn't allow write operations under any circumst…
F 25 55 69 63 57 80 100
16523
ark-forge
mcp-eu-ai-act Claim 1
EU AI Act + GDPR compliance scanner. One call, no arguments, 10 seconds. 22 AI …
F 25 66 96 63 63 77 74 100
16524
unibaseio
membase-mcp Claim 1
Save and query your agent memory in distributed way by Membase
F 25 66 70 25 0 30 82 99
16525
huangjia2019
mcp-in-action Claim 2
极客时间MCP新课已经上线!超2000同学一起开启MCP学习之旅!
F 25 54 72 40 N/A 20 88 92
16526
AEGISnetInc
TS-MCP Claim 1 2
An MCP server for conversational FHIR testing that integrates with the Touchsto…
F 25 55 75 71 40 82 100
16527
jkawamoto
mcp-bear Claim 1 2
A MCP server for interacting with Bear note-taking software.
F 25 54 57 68 N/A 80 77 99
16528
jwulff
apple-voice-memo-mcp Claim 1 2
Access Apple Voice Memos on macOS. List, get audio, extract and generate transc…
F 25 54 90 62 N/A 62 90 95
16529
andylee20014
Generate images using advanced AI models and store them securely in the cloud. …
F 25 55 39 60 N/A 27 80 79
16530
ratatatat1
PingCode MCP Server Claim 2 3
Enables AI assistants to query and manage PingCode project management data, inc…
F 25 54 72 66 N/A 27 90 91
16531
AgentPact
ClawPact MCP Server Claim 1
Connects AI agents to the ClawPact marketplace, enabling them to discover tasks…
F 25 55 72 0 32 71 97
16532
olostep
olostep-mcp-server Claim 1
Web scraping, crawling, and search API. Extract content in Markdown/JSON, batch…
F 25 55 60 75 65 82 91
16533
theepicsaxguy
Provides programmatic access to OpenCollective and Hetzner Cloud to automate bo…
F 25 55 60 82 54 74 83
16534
georgi-io
Integrates ElevenLabs Text-to-Speech capabilities with Cursor through the Model…
F 25 55 54 63 26 80 80
16535
S-Alzaid
A Model Context Protocol server for ElevenLabs conversational agents that enabl…
F 25 54 63 53 N/A 24 77 97
16536
vertile-ai
Next.js MCP Server Claim 1
A utility tool that analyzes Next.js application routes and provides detailed i…
F 25 54 86 62 N/A 53 87 88
16537
ztxtxwd
A Model Context Protocol (MCP) server with built-in Feishu OAuth authentication…
F 25 55 60 68 60 80 78
16538
yshk-mrt
A TypeScript-based middleware that translates Claude AI's decisions into OBS We…
F 25 54 86 66 N/A 45 87 88
16539
abrinsmead
mindpilot-mcp Claim 1 2
Visualizes code, architecture and other concepts as mermaid diagrams in a local…
F 25 54 84 31 N/A 52 92 92
16540
tg-tian
Enables users to generate professional Chinese resume PDFs from JSON data with …
F 25 55 62 51 24 81 84
16541
mardraze
Jobs MCP Server Claim 1
A Node.js and TypeScript server that enables searching for job listings and acc…
F 25 54 72 26 N/A 30 89 91
16542
jhigh1594
Enables AI-powered competitor monitoring and daily schedule optimization by int…
F 25 55 72 37 22 78 84
16543
MOHAMAD-ZUBI
Enables AI assistants to search for business leads using FlashLeads' web harves…
F 25 55 84 66 39 80 93
16544
sysam68
PlantUML MCP Server Claim 1
Converts PlantUML snippets into shareable diagrams with support for capability …
F 25 55 78 40 66 76 98
16545
toadlyBroodle
satring Claim 1
Discover and compare L402 + x402 paid API services from satring.com, the best c…
F 25 55 96 72 42 78 95
16546
vincenthopf
Enables AI-powered web browsing automation using Google's Gemini 2.5 Computer U…
F 25 54 66 32 N/A 52 90 95
16547
tanmay4l
A server implementation that enables interaction with the Futarchy protocol on …
F 25 55 72 100 30 74 67
16548
xiaobenyang-com
Two prediction examples in the Alink tutorial: input a year to predict GMV; inp…
F 25 66 72 76 88 50 71 77
16549
LinuxSuRen
atest-mcp-server Claim 1 2
Auto-download & launch https://github.com/LinuxSuRen/atest-mcp-server
F 25 54 62 22 N/A 48 90 65
16550
2geonhyup
DART-MCP Claim 1 3
An MCP server that enables Claude to perform financial analysis and visualizati…
F 25 54 33 41 N/A 26 89 74
Showing 16501–16550 of 33790 servers
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