MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

54421
Discovered
29776
Scored
2112
Verified
16952
Complete

Last updated 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53801
geerdwedda-create
Provides AI agents with trust scoring and reputation management capabilities fo…
81
53802
longevity-genie
addgene-mcp Claim
MCP server for Addgene plasmid repository, enabling AI assistants to search, fi…
53803
Agentberg
agentberg Claim
Agent-to-agent trading intelligence exchange. Publish findings, vote on quality…
53804
Aimino-Tech
Five-tier MCP server for lightning-fast HTML generation from AI agents. Assembl…
53805
gufao
Multi-account email management server supporting IMAP, Gmail, and Outlook with …
N/A N/A
53806
studio2c
# Scrivibe — AI eBook Generator Generate complete, professional multi-chapter …
81
53807
AiLMe-AI
MCP server for hybrid medical consultation integrating Western and Traditional …
N/A N/A
53808
moinsen-dev
A comprehensive MCP server for checking package versions and rating package qua…
53809
EliyahuAI
Generates, validates, and updates structured research tables by synthesizing mu…
53810
mfic
Enables managing Wiki.js pages via the GraphQL API, including listing, searchin…
N/A N/A
53811
hamr0
mcprune Claim
MCP middleware that prunes Playwright accessibility snapshots for LLM agents, r…
N/A N/A
53812
fDiosc
BugCatcher Claim
Bug reports, AI diagnosis, and status management for Cursor, Claude, Windsurf.
N/A N/A 95
53813
lukasz
poppy Claim
N/A N/A 95
53814
baxishrey
A TypeScript MCP server that connects AI agents to Black Duck Coverity Connect …
N/A N/A
53815
MaoBui2907
Provides tools to access Vietnam stock market data, including stock prices, fin…
53816 N/A N/A 95
53817
acebot712
PromptGuard Claim
Scan prompts for injection attacks, redact PII, and audit LLM SDK usage from an…
N/A N/A 83
53818
cloudglue
Connects AI assistants to Cloudglue for video analysis, enabling video descript…
53819
LXHeart
webfetch Claim
Provides web fetching and content extraction tools (fetch_html, extract_readabl…
N/A N/A
53820
malamutemayhem
110+ tools for AI agents spanning social media, finance, gaming, music, AU-spec…
N/A N/A
53821
Shin-sibainu
Provides programmatic access to Google Search Console API data through Claude C…
53822
FahrenheitResearch
Weather MCP Claim
Provides 12 weather tools for conditions, forecasts, alerts, model imagery, rad…
N/A N/A
53823
Roam-Research
Roam MCP Claim
MCP server for Roam Research that enables AI assistants like Claude and Cursor …
N/A N/A
53824
mohamedarif-m
Enables AI models to interact with IBM FileNet Content Manager for document lif…
53825
duplocloud
Exposes DuploCloud infrastructure management as MCP tools by dynamically discov…
53826
mehmetbaykar
An MCP server that integrates with Poe's API to provide AI-powered search and r…
53827
gabigabogabu
Enables email integration via IMAP and SMTP, allowing model assistants to read,…
53828
nostrband
ServiceGraph Claim
AI Agent skills to access structured datasets for startup founders
N/A N/A
53829
yuchi-chang
obsidian-mcp Claim
Wraps the Obsidian CLI to allow LLM agents to read/write notes, search, manage …
N/A N/A
53830
MCP-Mirror
Enables AI assistants to interact with Joplin notes through full-text search, r…
N/A N/A 95
53831
seantokuzo
Sean-MCP Claim
A GitHub integration tool that enables MCP clients to manage pull requests thro…
81
53832
buildingopen
OpenBrowser Claim
Enables AI tools to browse the web as the user by providing access to a persist…
53833
qxbao
MCP server for the QLDT HANU student management system, enabling AI assistants …
53834
jakobwennberg
fortnox Claim 1
MCP server for Fortnox Swedish accounting API integration
N/A N/A 75
53835
misterboe
Provides comprehensive web analysis and auditing tools including HTML extractio…
N/A N/A
53836
ummtushar
researchSync Claim
Enables retrieval of arXiv paper metadata and storage in a Notion database, all…
53837
Tripletex
Enables users to look up package versions, scan for vulnerabilities, and analyz…
N/A N/A
53838
StromKuo
Enables AI assistants to search and analyze Unity project assets, including ref…
N/A N/A
53839
qinxiandiqi
An MCP server that wraps Android ADB functionality into AI assistant tools, ena…
N/A N/A
53840
blackboxfoundry
livedatalink Claim
182 real-time data tools across 36 domains: sanctions, SEC, courts, finance, cy…
53841
Dmitriusan
MCP server for extracting structured intelligence from YouTube channels and vid…
53842
parthmodi152
todoist-ai Claim
N/A N/A 95
53843
gruzd1sok
admitad-mcp Claim
Enables AI assistants to browse Admitad affiliate programs, discover product fe…
53844
goww7
Shariah-compliant stock and ETF screening across AAOIFI, DJIM, FTSE, MSCI and S…
53845
Regsorm
code-index Claim
Rust code index MCP server with native 1C:Enterprise (BSL) support. 25 tools. S…
N/A N/A
53846
Rajendar-Muddasani-2
A production-ready MCP server for JIRA integration that enables AI assistants t…
53847
devcodingskill
Enables browser automation for AI assistants via Playwright, supporting multipl…
N/A N/A
53848
harrykeen18
Validate Claim
This MCP server assists founders in customer discovery by structuring hypothese…
N/A N/A
53849 N/A N/A 95
53850
hyperpolymath
Unified MCP for 20 databases: SurrealDB, ArangoDB, Virtuoso, CouchDB, Cassandra…
N/A N/A 95
Showing 53801–53850 of 54421 servers