MCP Server Quality Scores

Independent quality analysis of 57357 public MCP servers

57357
Discovered
29820
Scored
2112
Verified
16953
Complete

Last updated 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54601
hmatrades
An MCP server that lets Claude analyze your TradingView charts by reading the w…
N/A N/A
54602
NvmToxic
Extends large language model context length up to 60 times using gravitational …
N/A N/A
54603
ZRZRING
A low-hallucination vision MCP server that uses OpenAI-compatible multimodal mo…
54604
NO-Product
A zero-database MCP knowledgebase template for Vercel that exposes static Markd…
54605
i-zrhe2016
MCP server for checking reachability of nodes inside an Xray subscription by fe…
54606
CSOAI-ORG
optometry-ai-safety-mcp MCP server by MEOK AI Labs
N/A N/A
54607
axelterrier
Enables interaction with Lidarr music collection management through natural lan…
81
54608
Subrat2018
Read-only MCP server for complete, reconciled reporting from live Zendesk data,…
54609
Anway-Kapoor
strava-mcp Claim
Enables full integration with Strava API v3 for managing activities, athletes, …
N/A N/A
54610
cstamigo-droid
Provides real-time market data tools (quotes, news, earnings calendar, watchlis…
54611
L-Neil
discord-mcp Claim
A read-only Discord MCP server that allows AI agents to list channels, read mes…
54612 N/A N/A 95
54613
BlueprintLabIO
tidebase Claim
Inspect Tidebase agent runs, resolve approval gates, and trigger recovery from …
N/A N/A
54614
Eazy-Ops
Generates, validates, and manages Cloud Custodian policies across AWS, GCP, and…
N/A N/A
54615
RagavRida
AgentMailbox Claim
Enables AI agents to maintain persistent context across sessions, restarts, and…
54616
zephyrpersonal
Provides sensitive word detection and filtering capabilities for LLMs, supporti…
54617
DeamonDev888
This MCP server enables remote control and management of Claude Code agents, al…
N/A N/A
54618
tskovlund
mcp-score Claim
AI-powered music notation server that lets you create and edit scores using nat…
N/A N/A
54619
CaptainSP
Enables creating, listing, and searching project-based documentation with Markd…
N/A N/A
54620
ehlvg
mcp-guap Claim
MCP server for ГУАП's student portal enabling AI agents to manage tasks, materi…
N/A N/A
54621 N/A N/A 95
54622
PedroHSGuimaraes
Integrates with the Tienda Nube/Nuvemshop API to manage products, orders, custo…
54623
tomopay
Connects AI assistants to Exa's search capabilities, enabling web search, code …
N/A N/A
54624
FernandoDaSilva-T
Enables AI-assisted MIDI music generation and composition through natural langu…
N/A N/A
54625
mark-aronson
Enables searching the NIAID Data Ecosystem for biomedical research resources in…
N/A N/A
54626
Krushali1511
Enables creating Notion pages from natural language prompts via the Notion API,…
N/A N/A
54627
Semantic API Claim 1
Search and discover any API using natural language. 163+ providers with auto-di…
N/A N/A 69
54628
ddmanyes
Self-maintaining personal knowledge database — MCP server with figure-level sea…
N/A N/A
54629
GreatPyreneseDad
Enables hunting and analyzing GitHub repositories, extracting code patterns as …
54630
qinouz
qsw-mcp Claim
Smart Doc MCP Server that enables AI agents to read web pages (with or without …
N/A N/A
54631 N/A N/A 95
54632
ambix-ai
Ambix Claim
Your product team's shared strategic memory — an MCP server your AI tools reaso…
54633
antonhofstader
Connects Claude to a running Autodesk Civil 3D instance via COM automation to p…
N/A N/A
54634
VIethoangnguyenle
Enables AI assistants to deeply understand codebases via Knowledge Graphs, supp…
N/A N/A
54635
easyweek
EasyWeek Claim
EasyWeek is an all-in-one booking and business management platform for salons, …
81
54636
lbreid07-dotcom
AI-powered property intelligence for instant zoning analysis, buildability asse…
81
54637
universal-mcp
Enables interaction with Figma tools and services through a standardized MCP in…
54638
quantumleeps
mcp-units Claim
An MCP server that provides deterministic unit conversions backed by Pint, enab…
N/A N/A
54639
owrede
vault-memory Claim
Local-first agentic knowledge layer over Obsidian notes, enabling MCP-aware age…
N/A N/A
54640
caidish
InstrMCP Claim
MCP server for quantum device physics laboratory instrumentation control, enabl…
N/A N/A
54641
amichae2
Exposes a broad mathematics toolkit including symbolic algebra, calculus, numer…
N/A N/A
54642
patrickoleary
Enables scientific data introspection and visualization of VTK datasets with fo…
N/A N/A
54643
codescept
Enables users to perform SQL query execution, schema exploration, and performan…
N/A N/A 95
54644
geraservicesuk
Gera Prime MCP (placeholder) — Everything subscription meta-product. Launching …
N/A N/A 95
54645
FokkeZB
A universal MCP server that dynamically generates and simulates actions for any…
N/A N/A
54646
echo-xianyu
Searches Danbooru for anime/game characters and their associated tags, providin…
54647
ageugyn
Connects AI assistants to GLPI IT Service Management, enabling ticket managemen…
N/A N/A
54648
lexsocket
Enables search and analysis of European public procurement tenders, including E…
N/A N/A
54649
cap5192
mcpmeraki Claim
N/A N/A 95
54650
0xJRP
A starter kit for creating a read-only MCP server that lets AI assistants acces…
N/A N/A
Showing 54601–54650 of 57357 servers