MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57751
Buddhima-JD3
Source-backed Sri Lanka payslip tools for APIT/PAYE, EPF, ETF, stamp duty, and …
57752
mefai-dev
MCP server providing 12 computed intelligence tools for Binance, including accu…
57753
apexsotjo-blip
MCP server that enables AI agents to read, edit, and create PLC projects in Eco…
N/A N/A 95
57754
wlkr73
An MCP server that enables Claude Code to access Auth0-protected APIs by handli…
81
57755
dpspace2050
Seedance MCP Claim
Enables video generation using the Seedance 2.0 model through MCP, supporting b…
57756
pepuscz
Enables extraction and analysis of candidate profiles from Recruitee recruitmen…
57757
lekt9
Enables AI agents to manage documents and collections in Outline wiki through n…
81
57758
jadchene
MCP Gateway Claim
Lightweight Model Context Protocol gateway that exposes one entry point for mul…
N/A N/A
57759
SaharshPamecha
Generate draw.io diagrams and architecture designs from natural language, via t…
N/A N/A
57760
kerbart
A secure MCP server for network diagnostics, providing tools like ping, tracero…
57761
philipvanlewis
MCP server providing Claude Code with full UniFi network management capabilitie…
57762
Oak1997
Enables managing multiple Microsoft Clarity projects by routing requests per cl…
N/A N/A
57763
commet
SAY Claim
Converts family notices (hospital, government, insurance, delivery) into action…
57764
Discordit142
Provides stateful counter tools for AI assistants, enabling accurate counting a…
57765
FireBall1725
Control your grocery cart with AI! This MCP server enables LLMs (like Claude) t…
57766
Anakior
atlas-mind Claim
Self-hosted git-native knowledge base with an MCP endpoint your AI reads, write…
57767
yksanjo
yksanjo/gmem Claim
Crypto-aware project memory for AI coding agents. Typed entities for Solana Pro…
N/A N/A
57768
rudylimxl
nasa Claim
MCP server that wraps three NASA public APIs (Astronomy Picture of the Day, Mar…
57769
812Diasp
Local MCP server for Cursor that analyzes code, finds bugs, generates tests and…
N/A N/A
57770
qchuchu
An unofficial MCP server that provides access to Spotify's Web API through the …
57771
stephen
pubnub-mcp Claim
N/A N/A 95
57772
oilandgas
BasinVault Claim
BasinVault Sales MCP gives AI assistants accurate, up-to-date facts about Basin…
81
57773
TrisC0
An MCP server that lets Claude query Google's Gemini CLI as a sub-agent. Get se…
N/A N/A
57774 N/A N/A 95
57775
AgentSEO-dev
AgentSEO Claim
Live SEO workflow tools for Claude Code, Codex, and AI agents.
57776
chenzhaohua11
Enables video editing operations such as trimming, merging, adding audio/text/e…
N/A N/A
57777
ignatenkofi
docshelf-mcp Claim
docshelf-mcp manages AI-friendly document collections — converts PDFs and Markd…
N/A N/A
57778
byeung888
Personal AI assistant for your TradingView Desktop charts. Connects Claude Code…
N/A N/A
57779
eXpresser-UXM
Enables querying and managing daily store sales data stored in CSV files, inclu…
N/A N/A
57780
elvirchik
heor-agent Claim
AI-powered Health Economics and Outcomes Research (HEOR) MCP server. 14 tools f…
81
57781
Chikoku-NEKO
Provides fully local long-term memory for AI agents by enabling semantic search…
N/A N/A
57782
CaptainSP
Enables creating, listing, and searching project-based documentation with Markd…
57783
spoiledbeef
MCP server for scraping images from DuckDuckGo and Google Maps place photos wit…
N/A N/A
57784
jais2402
MCP server for Everhour time tracking with first-class Asana integration, enabl…
57785
xiaoxiaoxiaotao
Enables agents to search papers across Semantic Scholar and arXiv, read and ext…
57786
clauxel
Remote MCP for AI Studio Android release gate MCP, structured receipts, audit l…
57787
ashleykarhoff
notes-mcp Claim
Enables AI assistants to search and retrieve content from local Markdown notes …
N/A N/A
57788
helloSobuj
genmem Claim
A local-first MCP server that gives AI assistants long-term memory by storing, …
N/A N/A
57789
The-Endurance-Group
MCP-native sales intelligence server enabling prospect enrichment, LinkedIn scr…
57790
geekjapan
Enables AI applications to interact with MetaTrader 5 terminals via WebSocket M…
N/A N/A
57791
Safra1976
mcp_trello Claim
N/A N/A 95
57792
Matthew-M-King
A local MCP server that parses Robot Framework output.xml files, scores and gro…
N/A N/A
57793
hello-uvza
SansFiction Claim
Search, discover, and manage books across multiple sources. Connect Claude, Cha…
81
57794
sirius-tangzhiming
A project search MCP server based on Milvus vector database, supporting semanti…
57795
godson
godson_1231 Claim
N/A N/A 95
57796
YI-TING-EE13
Enables searching arXiv papers by topic or category, retrieving full text, PDFs…
N/A N/A
57797
antonydp
Enables deployment of a remote MCP server on Cloudflare Workers without authent…
57798
capitalthought
events Claim
Agent-first Austin events concierge — fresh, sourced answers to what's happenin…
57799
guenichone
Enables AI systems to interact with Atlassian Bitbucket Server/Data Center for …
57800
diegofornalha
An MCP server that integrates Turso databases with LLMs, supporting organizatio…
N/A N/A
Showing 57751–57800 of 66495 servers