MCP Server Quality Scores

Independent quality analysis of 50330 public MCP servers

50330
Discovered
29743
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 25 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16851
tsviz
ARC Config MCP Server Claim 2
Enables natural language management of GitHub Actions Runner Controller (ARC) i…
F 25 55 96 58 60 80 86
16852
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
16853
rabqatab
Korean Law Search Claim 1
Search and retrieve Korean statutes and administrative rules with precise filte…
F 25 66 88 46 0 42 82 80
16854
doctorm333
Generate images, video, and audio via 20+ AI models (Flux, GPT-Image-1, Imagen …
F 25 55 76 70 33 80 99
16855
mintmas
Sovereign AI intelligence platform with 73K+ darknet threat intel points, 65+ d…
F 25 66 80 0 0 29 67 89
16856
gabrielmaialva33
MCP Filesystem Server Claim 2
A secure Model Context Protocol server that provides controlled filesystem acce…
F 25 55 94 61 53 74 93
16857
darrenyao
DingTalk MCP Server Claim 1
Enables Claude to interact with DingTalk workspaces to search for users, retrie…
F 25 55 72 66 45 76 89
16858
Doc-API-LLC
docapi Claim 2
Generate PDFs, screenshots, and documents via any MCP-compatible AI agent.
F 25 54 88 0 N/A 41 80 96
16859
sirrlock
Sirr MCP Server Claim 1 2
Provides Claude Code direct access to a Sirr secret vault for reading, pushing,…
F 25 55 90 68 67 80 89
16860
quality-network
FineData MCP Server Claim 2 3
Enables AI agents to scrape any website by providing tools for JavaScript rende…
F 25 55 78 68 48 78 92
16861
xinpengfei520
Banana Image MCP Claim 1 2
An MCP server that generates high-quality blog cover images using Google Gemini…
F 25 55 63 0 53 78 96
16862
Taki-Ta
MongoDB MCP Server Claim 1
Enables interaction with MongoDB databases through MCP protocol. Provides conta…
F 25 55 84 40 53 78 95
16863
nirholas
Extract documentation for AI agents from any site with llms.txt support. Featur…
F 25 55 84 58 N/A 64 82 96
16864
alejandro-ao
MCP Server Example Claim 1
An educational implementation of a Model Context Protocol server that demonstra…
F 25 55 64 38 47 80 94
16865
cseguinlz
doubletick-cli Claim 2 3
Email read tracking via Gmail. Send tracked emails, check if they were opened w…
F 25 66 66 62 0 50 76 95
16866
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
16867
ampcome-mcps
Enables Claude to manage Google Calendar events, schedules, and meetings throug…
F 25 55 54 43 21 80 97
16868
preetrajdeo
autoapply-mcp Claim 1 2
AutoApply automates job applications using a real Playwright browser. Save your…
F 25 55 54 10 30 76 98
16869
kukapay
An MCP server that enables AI agents to launch, buy, and sell tokens on the Ray…
F 25 55 57 62 45 74 99
16870
maderwin
pinchtab-mcp Claim 1
Control Chrome via accessibility tree snapshots through PinchTab. Zero-config b…
F 25 54 88 58 N/A 89 87 99
16871
milkosten
Task API Server Claim 1 2
A Model Context Protocol implementation that provides a standardized interface …
F 25 55 72 75 24 76 95
16872
unixlamadev-spec
aiprox-mcp Claim 1 2
Open agent registry — discover and hire autonomous AI agents by capability. 16 …
F 25 55 90 53 51 80 95
16873
ThanhLong27042003
MCP English Tutor Claim 2
A professional 1-on-1 English tutoring server that enables AI assistants to pro…
F 25 55 54 31 57 76 79
16874
obre10off
Spotify MCP Server Claim 1 2
A Model Context Protocol server that enables controlling Spotify playback throu…
F 25 54 47 72 N/A 21 90 99
16875
zpankz
thoughtbox Claim 1 3
F 25 55 96 100 N/A 58 90 60
16876
jxnl
A Python server that enables interaction with macOS native applications (Contac…
F 25 54 54 53 N/A 19 88 99
16877
annyzhou
slack-mcp Claim 1
Enables comprehensive interaction with Slack workspaces, allowing users to mana…
F 25 55 72 42 42 76 92
16878
ArcadeAI
arcade-mcp Claim 1
MCP Server Framework and Tool Development library for building custom capabilit…
F 25 54 76 58 N/A 83 87 95
16879
mgantlett
Sophia Labs Claim 1
Two MCP endpoints for building cognitive AI agents. /blueprint/mcp serves a 9-c…
F 25 66 94 86 95 43 80 99
16880
bherbruck
MCP Debugger Claim 1 2
Enables debugging of Python, JavaScript/TypeScript, Go, and Rust code using rea…
F 25 54 78 57 N/A 47 90 93
16881
nocall-corp
A browser automation MCP server hosted on Vercel that enables AI agents to perf…
F 25 55 86 43 35 76 77
16882
pminervini
deep-research-mcp Claim 2
Deep research MCP server for OpenAI Responses API or Open Deep Research (smolag…
F 25 55 88 40 48 76 91
16883
hablapro
Connects Google Search Console with Claude AI to analyze SEO data through natur…
F 25 55 100 73 33 82 98
16884
Harikrish121
Provides tools for browser-driven automation, HTTP API health checks, and visua…
F 25 54 78 63 N/A 35 90 88
16885
martijnpieters
eduframe-mcp Claim 1 2
An MCP server that exposes Eduframe resources as tools, allowing users to manag…
F 25 55 51 72 81 82 94
16886
21st-dev
Magic-MCP Claim 2
Create crafted UI components inspired by the best 21st.dev design engineers.
F 25 54 72 61 N/A 43 88 86
16887
tamago-labs
KAIA-MCP Server Claim 1
Enables AI agents to interact with DeFi protocols on the KAIA blockchain, inclu…
F 25 55 88 73 45 76 92
16888
appian-design
Provides access to Appian's Aurora design system documentation via GitHub, enab…
F 25 55 76 68 46 77 97
16889
deepfates
Replicate MCP Server Claim 2 3
Enables users to access and manage Replicate's AI models and predictions via th…
F 25 55 92 56 52 77 97
16890
stat-guy
Implements the Chain of Draft reasoning approach to generate minimalistic inter…
F 25 55 90 58 21 76 88
16891
kinmeic
Stock MCP Server Claim 1 2
Provides real-time market data for A-shares, Hong Kong, and US stocks using the…
F 25 55 80 58 30 80 91
16892
CommonSenseMachines
Blender MCP Claim 2
Enables AI-assisted 3D modeling workflows by connecting Blender with LLMs and C…
F 25 54 74 33 N/A 54 87 96
16893
cornelcroi
Context Lens Claim 1
An MCP server that enables semantic search over local files or GitHub repositor…
F 25 54 88 41 N/A 70 92 94
16894
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
16895
semgrep
mcp Claim 1 2
Allow AI agents to scan code for security vulnerabilites using Semgrep.
F 25 55 63 72 83 82 99
16896
mattlevine
Brightsy MCP Server Claim 1
A server that implements the Model Context Protocol to connect LLMs to Brightsy…
F 25 66 60 67 0 27 77 89
16897
linnienaryshkin
Teams MCP Server Claim 1
A TypeScript-based MCP server that enables AI agents to send messages to Micros…
F 25 55 78 60 53 78 98
16898
kstonekuan
Enables Claude Code to send Telegram notifications when tasks complete, errors …
F 25 55 72 62 58 80 82
16899 F 25 55 72 70 13 80 92
16900
semdin
MCP Weather Claim 1
A TypeScript-based Model Context Protocol server that enables Claude Desktop to…
F 25 54 78 55 N/A 26 84 94
Showing 16851–16900 of 50330 servers
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