MCP Server Quality Scores

Independent quality analysis of 59221 public MCP servers

59221
Discovered
29891
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4651
Desmond-Labs
Enables secure file and bucket management operations with Supabase Storage thro…
B 74 55 78 72 36 81 94
4652
Appmixer-ai
Appmixer MCP Claim
Enables LLMs to automate workflows and interact with SaaS products and APIs thr…
B 74 55 84 62 43 81 94
4653
liratanak
Enables AI assistants to interact with OpenProject's API v3 for comprehensive p…
B 74 55 72 71 45 81 97
4654
wrale
MCP Server Make Claim 1
A Model Context Protocol server that enables LLMs to safely execute make target…
B 74 55 65 91 66 95 47
4655
renl
Meshimize Claim 2
MCP server for the Meshimize agent communication platform: Q\&A groups, messagi…
B 74 54 57 75 60 83 99
4656
dabhivijay2478
Provides access to Better Auth framework documentation, authentication provider…
B 74 55 78 91 23 81 82
4657
scanmalware
MCP server for ScanMalware.com URL scanning, malware detection, and analysis.
B 74 66 77 70 86 31 81 86
4658
yenyifu
Enables AI assistants to check domain name availability for single or multiple …
B 74 55 78 100 42 83 55
4659
Jij-Inc
Jij MCP Server Claim
A server that provides tools and utilities to support the implementation of Jij…
B 74 54 80 58 N/A 26 95 98
4660
HivemindOverlord
Enables AI-powered Path of Exile 2 character optimization through natural langu…
B 74 55 96 41 56 81 88
4661
theognis1002
mcp-gateway Claim
Model Context Protocol (MCP) Gateway & Registry - Central hub for managing tool…
B 74 54 84 38 N/A 63 95 89
4662
dreamnear
A framework for building and querying temporally-aware knowledge graphs that al…
B 74 55 78 65 44 81 97
4663
JamesANZ
cross-llm-mcp Claim 1
An MCP server that enables cross-LLM communication and memory sharing, allowing…
B 74 54 61 62 N/A 55 92 100
4664
twolven
CodeSavant Claim
Provides code manipulation, execution, and version control capabilities. It all…
B 74 54 80 60 N/A 36 84 100
4665
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
4666 B 74 54 72 68 N/A 45 90 91
4667
jbccc
Provides document reranking capabilities via the ZeroEntropy Zerank API, allowi…
B 74 55 78 76 26 81 95
4668
meshpop
vssh Claim
SSH tunnel and remote server management MCP — execute commands, transfer files,…
B 74 54 86 36 N/A 64 84 100
4669
muleiwu
Enables AI assistants to create, manage, and analyze short URLs through complet…
B 74 55 78 65 49 81 93
4670
elegroag
Provides access to Backbone.js documentation chapters as readable resources and…
B 74 54 68 60 N/A 58 92 90
4671
udhaykumarbala
AI image generation and editing with Google Gemini. Structured JSON editing.
B 74 44 62 N/A N/A 52 83 97
4672
robotmcp
ros-mcp-server Claim
Connect AI models like Claude & GPT with robots using MCP and ROS.
B 74 54 84 20 N/A 85 92 99
4673
cmaujean
A Model Context Protocol server that analyzes application codebases with real-t…
B 74 54 75 58 N/A 36 95 97
4674
lupuletic
onyx-mcp-server Claim 1
Connect your MCP-compatible clients to Onyx AI knowledge bases for enhanced sem…
B 74 55 84 100 62 80 34
4675
caol64
wenyan-mcp Claim 1
Wenyan MCP Server, which lets AI automatically format Markdown articles and pub…
B 74 54 74 62 N/A 77 89 69
4676
kaitpw
Direct access to the Revit API docs and related content.
B 74 55 84 70 30 81 90
4677
54yyyu
Zotero MCP Claim
Connects your Zotero research library with Claude and other AI assistants via t…
B 74 55 88 38 78 76 92
4678
neuledge
context Claim
Local-first documentation for AI agents. Offline, instant, private doc retrieva…
B 74 54 68 61 N/A 57 95 89
4679
pansila
MCP Server to expose the GDB debugging capabilities
B 74 54 84 35 N/A 69 92 93
4680
mariomosca
NotesKeep MCP Server Claim 1
Enables users to manage their notes on NotesKeep directly through Claude Code o…
B 74 55 72 70 45 80 98
4681
Vorota-ai
Shodan MCP Server Claim
Enables AI agents to perform passive reconnaissance, vulnerability intelligence…
B 74 54 76 53 49 92 94
4682
huuthangntk
Dokploy MCP Server Claim
Enables AI assistants to manage Dokploy deployments, including creating and dep…
B 74 55 66 67 60 81 94
4683
noleemits
Connects Claude Desktop to WordPress sites to manage Elementor pages, Gutenberg…
B 74 55 88 100 33 81 47
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
coderjun
An MCP server that integrates Shaka Packager with Claude AI applications, enabl…
B 74 55 59 82 N/A 48 89 90
4686
jmtroller
US business bankruptcy MCP: filings, dockets, documents, case summaries. Free t…
B 74 66 90 72 71 21 81 94
4687
kbhuw
MCP Template Claim
A template for building Model Context Protocol servers that allow AI assistants…
B 74 55 78 65 47 81 92
4688
wspringer
math-svg-mcp Claim
Convert LaTeX math expressions to crisp, scalable SVG images
B 74 55 62 100 N/A 56 95 48
4689
eliotk
A Model Context Protocol (MCP) server for searching the National Provider Ident…
B 74 55 82 61 46 81 94
4690
Augmented-Nature
A comprehensive Model Context Protocol (MCP) server that provides access to the…
B 74 55 94 60 31 83 91
4691
nervpeng
HeaderHawk Claim
An advanced email security analysis MCP server for real-time phishing detection…
B 74 55 86 51 52 81 96
4692
quinny1187
Enables direct file system access to Obsidian vaults with auto-discovery, full-…
B 74 54 84 56 N/A 23 95 100
4693
justfeltlikerunning
Sleeper Fantasy MCP Claim 1
Enables comprehensive Sleeper Fantasy Football integration with Claude, providi…
B 74 55 84 75 25 81 91
4694
NOVA-3951
Parcel API Claim
Allows users to see their upcoming and active deliveries, or add new deliveries…
B 74 54 72 67 N/A 32 92 97
4695
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
4696
shedyhs
pg-mcp Claim
Enables AI assistants to query PostgreSQL databases, inspect schemas, and retri…
B 74 55 84 100 45 81 46
4697
LNS2905
Gemini Chat MCP Claim
Enables chatting with Google Gemini AI models and custom Gems, supporting text …
B 74 54 78 73 N/A 24 95 88
4698
integromat
make-mcp-server Claim
Turn your [Make](https://www.make.com/) scenarios into callable tools for AI as…
B 74 54 78 65 N/A 66 89 67
4699
suhail-ak-2
Typesense MCP Server Claim 1
An MCP server implementation that enables AI models to discover, search, and an…
B 74 55 69 68 52 80 96
4700
oakenai
A TypeScript-based MCP server that provides tools for making precise line-based…
B 74 54 74 65 N/A 40 90 92
Showing 4651–4700 of 59221 servers
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