MCP Server Quality Scores

Independent quality analysis of 64636 public MCP servers

64636
Discovered
30671
Scored
2112
Verified
16953
Complete

Last updated 42 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37601
osamuelnovaes
MCP server for publishing to Reddit with safety features like dry-run, allowlis…
N/A N/A
37602
ubby
mcpdoc Claim
N/A N/A 95
37603
SundeepSuddala
mdify Claim
Automatically converts PDF, DOCX, XLSX, and CSV files to clean markdown when re…
N/A N/A
37604
ericchen1972
Consumer-side MCP server for Webless storefront operations, enabling catalog br…
37605
leonardoceron-yvy
Enables to manage Pipedrive deals, activities, persons, organizations, and cust…
37606
EoinFalconer
An MCP server that exposes the Lattice Talent API as tools, enabling AI assista…
37607
fabkho
the-i18n-mcp Claim
MCP server for managing i18n translation files — gives your AI agent full contr…
N/A N/A
37608
jcdreamjc
悟道数据 Wudao Data 是面向 OpenClaw、Hermes、Claude 和自建 AI Agent 的 A股股票数据 MCP Server,提供市…
37609
jremick
Enables read-first interaction with Apple Voice Memos: search transcripts, revi…
N/A N/A
37610
moejeaux
nexflow-smf Claim
Smart Meta-Facilitator for x402 payments on Base: route, verify, and settle pay…
N/A N/A 83
37611
brmh
A comprehensive MCP server for managing and analyzing Meta Ads (Facebook/Instag…
N/A N/A
37612
mumez
MCP server for validating and linting Tonel formatted Smalltalk source code usi…
37613
JagadeeshMaroju
AI-driven MCP server for Sitecore XM Cloud authoring, enabling template creatio…
37614
ColinHughes2121
omnicall-mcp Claim
Keyless, pay-per-call AI gateway: 248 LLMs plus image/video/voice/music generat…
37615
vitalinguist
Provides Ukrainian language grammar checking, surzhyk detection, authentic phra…
37616
mohn93
Enables AI-assisted FlutterFlow development by reading, exploring, and understa…
37617
AfryDario
An MCP server implementation in Python with placeholder tools, deployable to Az…
37618
etairl
MCP server for parallel browser automation across multiple providers.
N/A N/A
37619
ghostiee-11
An MCP server that enables AI assistants to create interactive visualizations, …
N/A N/A
37620
nicholaspsmith
Glancey Claim
Adds semantic code search to AI coding agents, enabling natural language querie…
N/A N/A
37621
jiangnuonnuo
Enables AI agents to create, read, update, and delete Draw.io diagrams, allowin…
N/A N/A
37622
kelvinsinferno
Enables LLM agents to interact with the Mammoth Protocol on Solana for discover…
N/A N/A
37623
alsaeed3
ft_mcp Claim
A Python MCP server implemented from scratch, providing tool execution capabili…
N/A N/A
37624
martinhillebrand
Enables machine learning data preprocessing pipeline creation and model trainin…
N/A N/A
37625
oxbshw
watch-skill Claim
MCP server that enables AI agents to watch and analyze videos from 1800+ source…
37626
JWears
Exposes multiple local documentation folders to AI assistants via tools for lis…
N/A N/A
37627
gps-prasad
Enables AI assistants to manage Okta users, groups, applications, policies, and…
37628
thanhhien2510kt
An MCP server that enables Claude to read Jira user stories, search Confluence …
N/A N/A
37629
treesoop
ai-news-mcp Claim
Aggregates and curates AI/tech news from 12 sources every 6 hours, providing pr…
37630
closermethod
EMEA sales + employment compliance for AI agents across 7 countries (UK, German…
N/A N/A
37631
Haimantika
A simple MCP server that provides a tool to get the current server time and a r…
N/A N/A
37632
marcossei22
Enables AI agents to manage events, races, and batches on Eventor via auto-gene…
37633
rmdes
micropub-mcp Claim
Enables AI agents to create, update, delete, and query posts on any Micropub-co…
N/A N/A
37634
shawndrake2
tigerweb Claim
Enables access to US Census Bureau TIGERweb geographic boundary data, returning…
N/A N/A
37635
mateus-gondev
MCP Serve Claim
Enables natural language management of clients and products via a chat interfac…
N/A N/A
37636
MaryamZi
Enables retrieval-augmented generation by embedding queries with a chosen provi…
37637
songcaiya
Provides comprehensive computer control capabilities including mouse and keyboa…
N/A N/A
37638
Velmuruganms12
Enterprise support ticket system using FastMCP server with Redis for persistent…
37639
kolonialno
oda-mcp Claim
Enables agentic grocery shopping on Oda (Norway) and Mathem (Sweden) platforms …
81
37640
r-space-technology-ltd
rspace Claim
R.Space — the real estate OS for the UAE. The platform powers every side of th…
81
37641
404Yeti
A reusable MCP server for QA automation testing that enables running tests acro…
N/A N/A
37642
letya999
Enables PM radar analysis of Jira projects, providing daily, sprint, and backlo…
37643
yansircc
mcp-wp Claim
A full control with your WP site
N/A N/A 95
37644
Zhangyoupeng1996
Enables to interact with Abaqus FEA software through an MCP bridge, supporting …
N/A N/A
37645
xsluck
A model context protocol server for Deepin Linux, providing system control, fil…
N/A N/A
37646
mksby
Enables deployment of a remote MCP server on Cloudflare Workers without authent…
37647
NicolasVautrin
Enables analysis of Java call graphs in Axelor projects via ASM bytecode analys…
N/A N/A
37648
tr4m0ryp
Enables testing AI safety classifier robustness against query decomposition, ob…
37649
formswrite
Enables LLMs to convert documents to Google Forms, edit questions, list and pub…
37650
haramrit09k
Handles log file management and analysis with tools to list, read, search, filt…
N/A N/A
Showing 37601–37650 of 64636 servers
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