MCP Server Quality Scores

Independent quality analysis of 58073 public MCP servers

58073
Discovered
29856
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 39 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57601
sandraschi
inkscape-mcp Claim
Enables AI agents to control Inkscape for vector graphics editing via MCP tools.
N/A N/A
57602
ADI2084
Enables intelligent troubleshooting, monitoring, and configuration of Cisco Mer…
N/A N/A
57603
soapboxbuild
Python MCP server for querying Overture Maps building footprint data via addres…
57604
fuyouai
Provides web and image search using the Doubao (Volcengine) API with configurab…
57605
Group-Taiga
Lets MCP-compatible hosts like Claude and Cursor use Lunaar's AI building block…
57606
felores
An MCP server that brings Perplexity's Sonar models with real-time web search c…
57607
omniwaifu
MCP server that wraps TaskWarrior command-line tool. Provides 22 tools for task…
N/A N/A
57608
xyj2570
xhs-mcp Claim
A lightweight MCP server that provides read-only access to Xiaohongshu (Little …
57609
yclenove
Enables safe querying and optional writing to MySQL databases via MCP tools, wi…
57610
HadyAhmed00
Android-MCP Claim
Enables AI agents to control Android devices and emulators through direct UI in…
N/A N/A 95
57611
mnbro
Enables AI agents to manage Listmonk email campaigns, subscribers, lists, and a…
57612
avi892nash
Generates music and sound effects using Bfxr2, with preset or custom parameter …
N/A N/A
57613
roboninecom
A local MCP server that connects Claude Code or any MCP-compatible AI assistant…
N/A N/A
57614
andrewbartels1
Python MCP server for SolidWorks automation with 109 tools covering the full CA…
N/A N/A
57615
OhaoTech
A local MCP server plus a bundled Godot editor addon that lets an AI agent crea…
N/A N/A
57616
darkw3bb
Enables AI-assisted GameMaker project development in Cursor IDE, allowing users…
N/A N/A
57617
hugobiais
Integrates Wordware deployed flows as tools usable within Claude conversations …
57618
kumard3
Ghosthand Claim
Enables MCP-capable coding agents to read and drive the user's browser page wit…
N/A N/A
57619
cyanheads
Domain registration, availability, DNS records, and IP/ASN resolution via RDAP …
N/A N/A
57620
cargoffer
ecmr-mcp Claim
MCP server for electronic consignment notes (eCMR). Create, sign, manage, and t…
57621
miloira
Enables AI assistants to inspect and automate Windows desktop UI elements by ex…
N/A N/A
57622
ianaleck
MCP server for the WhatsApp Cloud API via pywa. Auto-discovers ~100 tools — sen…
57623
dhtim135
A lightweight MCP server for personal Microsoft Outlook/Hotmail accounts, enabl…
N/A N/A
57624
AliProgrammin
MCP server that lets AI agents call APIs without ever seeing the credentials, u…
N/A N/A
57625
SergioH12
Enables California housing price predictions, batch scoring, and agent-based ch…
N/A N/A
57626
alitiknazoglu
MCProbe Claim
A stdio MCP server that audits other MCP servers over the live protocol. It con…
N/A N/A
57627
prenats
An MCP server that enables Claude Code to generate context-aware images using l…
N/A N/A
57628
Unfathomable-siren38
Enables running interactive terminals inside Claude Code and Claude Desktop, su…
N/A N/A
57629
Alvin0919
TimeTree-MCP Claim
Unofficial MCP server for accessing and managing TimeTree calendar data, suppor…
N/A N/A
57630
3rdbrain
Provides AI model recommendations, cost estimates, and code templates directly …
N/A N/A
57631
IlyesTal
akyn-ai Claim
Turn any data source into an MCP server in 5 minutes. Build knowledge bases tha…
N/A N/A
57632
DeloraProtocol
Delora MCP Claim
Delora MCP server for cross-chain quotes, supported chains, tokens, and tools.
57633
CSOAI-ORG
accounting-ai-mcp MCP server by MEOK AI Labs
N/A N/A
57634
adityaarsharma
Perch Claim
AI-native server intelligence layer for RunCloud-managed servers. Enables Claud…
57635
josephsenior
Local-first autonomous coding agent that plans, executes, validates, and finish…
N/A N/A
57636
mostafa-ghaith
Enables semantic search across multiple AI library documentations to keep codin…
57637
FenrirDWolf
Transforms a single natural language prompt into a synchronized distribution of…
N/A N/A
57638 N/A N/A 95
57639
acebot712
PromptGuard Claim
Scan prompts for injection attacks, redact PII, and audit LLM SDK usage from an…
N/A N/A 83
57640
vannet
GotFreeFax Claim
Send free or paid faxes to US/Canada from Claude, ChatGPT, and other AI agents.
57641
guptaprakhariitr
Enables AI agents to fact-check claims, verify citations, and check source fres…
57642
parissharpe
Enables discovery and scoring of independent local businesses by inverting algo…
57643
pdogra1299
Maps function and component dependencies in Haskell and ReScript codebases, pro…
N/A N/A
57644
leawn
Enables AI assistants to manage Apple Reminders lists and reminders on macOS, i…
N/A N/A
57645
MHNahib
A stateless MCP server that exposes arithmetic operations (add, subtract, multi…
57646
ranjittilekar
Provides 10 financial data tools (market data, economic indicators, news, insid…
N/A N/A
57647
Attilio81
MCP server for SQL Server database inspection and querying, with connection poo…
N/A N/A
57648
snzeeee
Enables Claude to manage Systeme.io accounts, including contacts, tags, courses…
57649
luis.ticas1
vsfclub1 Claim
N/A N/A 95
57650
rcrsr
Provides token-efficient access to team policies and standards by allowing suba…
N/A N/A
Showing 57601–57650 of 58073 servers