MCP Server Quality Scores

Independent quality analysis of 33330 public MCP servers

33330
Discovered
23893
Scored
1218
Verified
16953
Complete

Last updated 1 hour, 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5801
Davaakhatan
Enables AI agents to interact with SkyFi's geospatial data services for orderin…
B 73 55 84 72 26 81 89
5802
rklugsederoeaw
Provides access to Austrian cultural heritage through the Kulturpool API, enabl…
B 73 55 100 60 39 81 71
5803
oculairmedia
Provides comprehensive tools for managing BookStack instances, including full C…
B 73 55 86 67 32 80 87
5804
AshDevFr
Discourse MCP Server Claim 1
Node.js server that allows searching Discourse forum posts through the Model Co…
B 73 55 60 68 56 81 100
5805
abhishek2432001
deeprepo Claim
Productivity-boosting RAG engine for codebases with multi-provider AI support a…
B 73 54 72 41 N/A 61 95 96
5806
dazeb
MCP Handoff Server Claim
Facilitates seamless collaboration between AI agents by providing tools for str…
B 73 55 88 65 21 82 92
5807
zazencodes
Unit Converter MCP Claim
Provides precise conversions between different units of measurement including t…
B 73 54 60 57 N/A 58 95 98
5808
github-samples
A turn-based games app built with Next.js and TypeScript that features Tic-Tac-…
B 73 54 96 20 N/A 63 95 91
5809
MikeyBeez
MCP Git Server Claim 1
An MCP server that provides Git version control operations for Claude, enabling…
B 73 54 69 70 N/A 27 92 96
5810
keywaysh
Keyway MCP Server Claim
A GitHub-native secrets manager that allows AI assistants to securely manage, g…
B 73 55 58 75 56 82 94
5811
lkm1developer
Apollo.io MCP Server Claim 1
A Model Context Protocol server implementation that enables AI assistants to in…
B 73 55 71 67 48 82 91
5812
topskychen
tilde Claim 1
Your AI agents' home directory — privacy-first MCP server for portable AI ident…
B 73 54 78 57 N/A 35 90 97
5813
lansespirit
GPT Image MCP Server Claim 1
An MCP server that enables text-to-image generation and editing using OpenAI's …
B 73 55 69 70 45 81 97
5814
letsbuildagent
A custom MCP tool that integrates Perplexity AI's API with Claude Desktop, allo…
B 73 54 90 40 N/A 37 95 92
5815
LikhonSheikh404
Provides comprehensive search capabilities including web search, content extrac…
B 73 55 76 73 21 82 99
5816
Kallows
A Python implementation of an MCP server that enables secure, local Bitbucket i…
B 73 54 86 58 N/A 22 89 99
5817
dperussina
An easy-to-use bridge that lets AI assistants like Claude and Cursor IDE direct…
B 73 55 74 62 55 76 94
5818
thuanpham582002
Tabby MCP Server Claim
A plugin for the Tabby terminal emulator that allows AI assistants to execute c…
B 73 54 68 38 N/A 76 90 98
5819
Ansvar-Systems
cypriot-law-mcp Claim
Cypriot legislation via MCP — full-text search across statutes and provisions
B 73 55 90 33 N/A 71 83 91
5820
Taki-Ta
Time MCP Server Claim 1
Enables LLMs to retrieve current time information for specific IANA timezones o…
B 73 55 90 57 24 83 100
5821
ArdaGurcan
Enables AI assistants to manage CloudLab/Emulab experiments, including listing …
B 73 55 90 100 24 81 47
5822
ramgeart
Provides a universal bridge to interact with any OpenAI-compatible LLM API (loc…
B 73 55 84 75 24 81 84
5823
zv-louis
Mcp7zOp Claim
A local MCP server that provides tools for working with 7-Zip archives, enablin…
B 73 54 66 61 N/A 45 95 93
5824
RoelofvHeeren
Google Sheets MCP Claim 1
Enables AI agents to interact directly with Google Sheets to create, read, and …
B 73 55 78 57 46 80 100
5825
haasonsaas
MCP Utility Tools Claim 1
A collection of tools that enhance MCP-based workflows with caching, retry logi…
B 73 55 90 65 N/A 71 95 39
5826
punkpeye
Connects AI assistants (Claude, Cursor, etc.) directly to HiveFlow automation p…
B 72 55 78 65 44 74 93
5827
MilesCool
RedNote MCP Claim
Enables users to search and retrieve content from Xiaohongshu (Red Book) platfo…
B 72 55 72 100 N/A 44 95 34
5828
nakamurau1
TTS-MCP Claim 1
A Model Context Protocol server that integrates high-quality text-to-speech cap…
B 72 55 63 68 57 81 93
5829
madebygps
Enables AI-powered journaling in Obsidian with dynamic reflection prompts gener…
B 72 54 76 60 N/A 27 95 90
5830
tagny
Tagny MCP Server Claim
Enables web browsing capabilities for locally served LLMs through URL text fetc…
B 72 55 82 31 71 81 99
5831
tspspi
mcpXL30 Claim
Enables LLM agents to control a Philips XL30 ESEM microscope by exposing tools …
B 72 55 72 67 65 80 75
5832
Yoon-jongho
Enables Claude to use Google Gemini as a secondary AI through MCP for large-sca…
B 72 55 78 58 45 81 92
5833
mypracticaltools
reddit-mcp-server Claim
Reddit MCP Server via Apify
B 72 55 72 100 N/A 55 83 40
5834
galangw
Enables web searching via Google Search and AI Mode, plus advanced web scraping…
B 72 55 72 100 29 81 60
5835
alamedaim-apps
Provides read-only access to Authorize.net transaction reporting APIs, enabling…
B 72 55 90 62 24 81 88
5836
csrts
Metaso MCP Server Claim
Provides AI-powered web search, full-page content extraction, and search-enhanc…
B 72 55 78 75 21 81 90
5837
patrickfreyer
Enables AI assistants to interact with Apple Mail through natural language, pro…
B 72 54 82 32 N/A 66 87 92
5838
K02D
Enables comprehensive analysis of CSV files and SQLite databases through tools …
B 72 55 60 82 N/A 22 95 90
5839
Cumulocity-IoT
Enables interaction with Cumulocity IoT platform for device management, measure…
B 72 55 72 63 55 80 89
5840
bndkts
molt-mcp Claim 1
Provides LLMs with access to molt-md, an encrypted markdown document hosting se…
B 72 55 78 46 53 82 99
5841
kanghouchao
Band MCP Server Claim 1
A Model Context Protocol server that integrates with the Band API, allowing use…
B 72 55 69 60 50 81 98
5842
diegofornalha
Um servidor MCP completo para integração com Sentry no Cursor, oferecendo 27 fe…
B 72 55 88 100 30 81 43
5843
avalla
Enables generation of AI videos and images using RunComfy APIs. Supports multip…
B 72 55 86 61 24 80 95
5844
zhengyun1008
Enables secure access to Oracle databases with fine-grained access control, sup…
B 72 55 78 58 45 81 90
5845
amidabuddha
Send requests to OpenAI, MistralAI, Anthropic, xAI, or Google AI using MCP prot…
B 72 55 78 62 45 81 89
5846
scoutapp
scout-mcp-local Claim 1
An MCP server for Scout Monitoring data interactions.
B 72 54 69 43 N/A 67 83 100
5847
UpperMoon0
Web-Scout Claim
Enables AI-powered web searches using DuckDuckGo with automatic summarization v…
B 72 55 78 66 30 81 94
5848
ennuiii
Enables interaction with Azure DevOps through Personal Access Token authenticat…
B 72 55 72 71 24 81 99
5849
JeffChenWH
Enables AI assistants to deploy and manage static websites directly through Edg…
B 72 55 88 58 27 81 92
5850
Parado-xy
Enables AI agents to perform semantic code search across entire codebases using…
B 72 54 78 50 N/A 24 95 100
Showing 5801–5850 of 33330 servers
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