MCP Server Quality Scores

Independent quality analysis of 48680 public MCP servers

48680
Discovered
29629
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 12 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
21851
ArkTechNWA
zsh-tool Claim
Zsh for Claude Code. PTY mode lets Claude type passwords. NEVERHANG + A.L.A.N.
C 68 43 90 26 N/A 72 81
21852
adriyansyah-mf
MCP Pentest Claim
An automated penetration testing framework that enables intelligent security as…
C 68 43 78 56 N/A 29 95
21853
symgraph
An native MCP server extension for Ghidra
C 68 33 50 N/A N/A 62 95
21854
Castaldo-Solutions
mcp-vtenext Claim 1
MCP server for VTENext CRM (open-source vtiger-based). Query, create and update…
C 68 33 57 N/A N/A 52 95
21855
Omedia
mcp-server-drupal Claim
TS based companion MCP server for the Drupal MCP module that works with the STD…
C 68 43 60 66 N/A 53 90
21856
JaviMaligno
Bitbucket MCP server with 58 tools for repository management, PRs, pipelines, b…
C 68 44 86 42 59 80
21857
paiml
pmcp Claim
High-quality Rust SDK for Model Context Protocol (MCP) with full TypeScript SDK…
C 68 43 56 45 N/A 81 95
21858
eosho
FreshMCP Claim
Provides standardized MCP interfaces for Azure services including Cosmos DB ope…
C 68 44 78 53 52 81
21859
SameerShrivastava-SF
A comprehensive server that transforms Claude Desktop into a Salesforce IDE for…
C 68 44 78 63 43 80
21860
groovyBugify
aws-security-mcp Claim 1
A Model Context Protocol server that connects AI assistants like Claude to AWS …
C 68 44 79 60 N/A 44 82
21861
yunq
免费音乐MCP服务器,提供音乐搜索、播放控制、音量调节和播放列表管理功能,专为小智AI音响设计。
C 68 33 72 N/A N/A 25 95
21862
AnkleBreaker-Studio
Unity MCP Plugin (UPM) — Editor bridge for AI-assisted game development. Enable…
C 68 33 54 N/A N/A 56 95
21863
RijadAlisic
FilesystemMCP Claim
A local, customizable MCP server for filesystem access that extends the officia…
C 68 43 78 61 N/A 35 89
21864
kozo93
HubSpot MCP Server Claim
Provides comprehensive access to HubSpot's CRM API, enabling management of cont…
C 68 44 62 70 56 81
21865
3xfreedom
Search, discover, and contribute to AgentPedia - the knowledge base for AI agen…
C 68 33 60 N/A N/A 63 83
21866
13bm
GhidraMCP Claim 1
MCP server for integrating Ghidra with AI assistants. This plugin enables binar…
C 68 43 65 48 N/A 65 92
21867
maragathamani-boothalingam
math-mcp-server Claim
C 68 33 72 N/A N/A 27 95
21868
elgorro
MCP server for Nextcloud: file management, search, calendar, contacts, and syst…
C 68 43 75 41 N/A 70 83
21869
adelaidasofia
Multi-account MCP for Gmail, Calendar, Drive, Docs, and Sheets — 61 tools, toke…
C 68 33 72 N/A N/A 25 95
21870
webmoleai
mcp-license-audit Claim
Audit dependency licenses for compatibility issues. Flags GPL/AGPL conflicts.
C 68 33 66 N/A N/A 34 95
21871
IAmMarcellus
BlenderMCP Claim
Enables Claude AI to directly control Blender for automated 3D modeling, scene …
C 68 44 82 75 30 74
21872
alansmodic
Connects AI assistants to Pocket Casts accounts for browsing subscriptions, rea…
C 68 33 72 27 95
21873
a-tarasoff
zenmoney-mcp Claim 1
MCP server for ZenMoney personal finance app
C 68 33 61 N/A N/A 59 83
21874
the-momentum
fhir-mcp-server Claim
MCP Server that connects AI agents to FHIR servers. One example use case is que…
C 68 44 60 66 69 78
21875
gowtham0992
link Claim
Local personal memory for agents as MCP tools — remember, recall, search, conte…
C 68 33 62 N/A N/A 41 95
21876
Linkly-HQ
linkly Claim
Create and manage short links, track clicks, and automate URL management
C 68 43 100 42 N/A 27 83
21877
TocharianOU
Elastic Brain ZH Claim
An Elasticsearch-based AI memory system optimized for Chinese that enables pers…
C 68 44 94 56 24 81
21878
PSPDFKit
Self-hosted MCP server for Nutrient Document Engine. On-premises document proce…
C 68 43 60 57 N/A 68 90
21879
cronus42
A comprehensive Model Context Protocol server providing 60 tools across 9 categ…
C 68 43 90 38 N/A 34 95
21880
Erika05cristina
Sybil MCP Claim
Monitors Notion databases in real-time to detect project risks, such as delayed…
C 68 33 66 N/A N/A 35 95
21881
webmoleai
mcp-check-licenses Claim
Audit dependency licenses for compatibility issues. Flags GPL/AGPL conflicts.
C 68 33 66 N/A N/A 37 95
21882
Deepractice
PromptX Claim
Transforms AI agents into industry experts through natural conversation, enabli…
C 68 44 78 35 79 80
21883
tanush-yadav
Shopify MCP Server Claim
Enables interaction with Shopify store data (products, customers, orders) via G…
C 68 44 72 72 40 81
21884
structurizr
structurizr Claim
Structurizr is a "models as code" tool designed for the C4 model.
C 68 33 50 N/A N/A 64 95
21885
AlexSchardin
mcp-spotify Claim
C 68 33 68 N/A N/A 32 95
21886
preangelleo
Enables secure chat-based interaction with PostgreSQL databases through Claude …
C 68 44 70 71 42 81
21887
jayrockliffe-defused
gsc-mcp Claim 1
MCP server for querying Google Search Console data — search analytics, URL insp…
C 68 33 61 N/A N/A 45 95
21888
Boring206
An autonomous AI development agent that enables full-stack coding, automated ve…
C 68 44 70 37 87 81
21889
Tairon-ai
A comprehensive suite of tools for DeFi operations and analytics on the Telos b…
C 68 44 84 53 43 81
21890
Data-Everything
One server. All tools. A unified MCP platform that connects many apps, tools, a…
C 68 43 90 31 N/A 53 87
21891
luyike221
Enables automated content publishing and management on Xiaohongshu (Little Red …
C 68 43 78 57 N/A 35 90
21892
gx-55
multi-gmail-mcp Claim 1
Manage multiple Gmail accounts in Claude Desktop — search, send, reply, draft, …
C 68 33 78 N/A N/A 31 83
21893
RekklesNA
ProxmoxMCP-Plus Claim
Proxmox VE MCP server for VMs, LXCs, snapshots, backups, storage, and cluster o…
C 68 44 64 71 N/A 55 81
21894
wong2
mcp-cli Claim
CLI tool for testing MCP servers
C 67 43 74 40 N/A 61 90
21895
ecatchup
Model Context Protocol server implementation for operating baserCMS that enable…
C 67 44 66 67 49 81
21896
shuymn
gh-mcp Claim
A GitHub CLI extension that seamlessly runs the github-mcp-server using your ex…
C 67 43 60 45 N/A 79 88
21897
dinwal
Provides AI assistants with access to the RecurPost API to manage social media …
C 67 33 68 N/A N/A 29 95
21898
Epistates
MCPSafari Claim
MCPSafari: Native Safari MCP Server for AI Agents
C 67 33 56 N/A N/A 48 95
21899
karkir0003
MyPlayground Claim
Provides demo tools for addition, mock weather data, and username generation.
C 67 33 56 N/A N/A 48 95
21900
PromptExecution
Expose curated Justfile recipes via MCP for safe deterministic automation.
C 67 43 48 58 N/A 82 90
Showing 21851–21900 of 48680 servers
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