MCP Server Quality Scores

Independent quality analysis of 40750 public MCP servers

40750
Discovered
29243
Scored
2095
Verified
16951
Complete

Last updated 2 hours, 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38501
Litash
Enables AI agents to access real-time market data, manage Moomoo trading accoun…
N/A N/A
38502
wyre-technology
auvik-mcp Claim
An MCP server for Auvik network management, enabling monitoring, management, an…
38503
woosal1337
media-mcp Claim
MCP server enabling interaction with Twitter, YouTube, Instagram, and video pro…
N/A N/A
38504
moorcheh-ai
Memanto MCP Claim
MEMANTO is a memory agent. It remembers, recalls, and answers - so your agents …
38505
PaulMRamirez
Enables AI assistants to interact with Yamcs mission control systems through na…
38506
UseAgents
UseAgents Claim
Discover developer tools, then fetch tool-specific implementation context befor…
81
38507
Xiaofanger8761
Provides real-time hot trending topics from major Chinese social platforms and …
38508
awaybreaktoday
Enables comprehensive filesystem operations across Linux, macOS, and Windows wi…
N/A N/A 95
38509
Rosentic
rosentic Claim
Deterministic cross-branch conflict detection for AI coding agents
N/A N/A
38510
ipogrid
Hosted MCP server for filing-driven IPO research, market snapshots, SEC filing …
81
38511
contextium-io
MCP server for Contextium — pipe team SOPs, coding standards, agents, skills, a…
38512
artgas1
xmlriver-mcp Claim
Google/Yandex SERP parsing and Yandex Wordstat keyword frequency via XMLRiver X…
N/A N/A
38513
dinof777
Read and write Mission Control state via MCP — projects, tasks, subtasks, templ…
38514
GENESISRE
Read-only ProofRelay MCP verifier for non-confidential evidence bundles. Expose…
38515
anon-li
anon.li Claim
81
38516
stephenlb
pubnub-mcp Claim
N/A N/A 95
38517
seovimalraj
Enables WordPress content extraction, keyword research using Google autocomplet…
81
38518
JiayuuWang
A Type 4 OAuth MCP server for the Asana API, enabling AI assistants to manage w…
38519
cannavis
Enables full-text search of macOS iMessages including link preview metadata. Wo…
N/A N/A
38520
knownsec
Enables AI models to analyze log files from the Chuangyu Shield cloud defense p…
N/A N/A
38521
usrivastava92
LLM-optimized MCP server for Obsidian vaults with surgical edits, hash-based co…
N/A N/A
38522
FunplayAI
stdio bridge for the local Cocos Creator Editor MCP server from FunplayAI/funpl…
N/A N/A
38523
automatikstudio
An MCP server that generates comprehensive AI-powered investor pitch decks for …
N/A N/A 95
38524 N/A N/A 95
38525
onlythebestswfl
customclaw Claim
A curated registry of small, focused utilities for building LLM and agent code …
81
38526
Aimino-Tech
Five-tier MCP server for lightning-fast HTML generation from AI agents. Assembl…
38527
NobufumiMurata
Connects VS Code Copilot to Telegram for mobile notifications, interactive appr…
N/A N/A 95
38528
oracle42
Unified swap/bridge/LLM gateway for autonomous agents across EVM + Solana. Inte…
N/A N/A 95
38529
Aiomx
hydite-mcp Claim
Hydite MCP
N/A N/A
38530
davidscoreal
8-dimension business diagnosis with Revenue Leak Score and triple-option recomm…
38531
Ruben-Alvarez-Dev
MCP-Maestro Claim
Connects AI assistants to the Maestro research framework to orchestrate multi-a…
81
38532
Inferensys
dr-mcp Claim
Audits MCP configs, scores risk, and creates reversible repair plans.
N/A N/A
38533
sbenson2
Curated game development knowledge for AI coding tools. 144 docs covering MonoG…
N/A N/A
38534
zekovdev
mcp-pdf-utils Claim 1
An MCP server for local PDF manipulation including merging, splitting, rotating…
N/A N/A 95
38535 81
38536
wtfisai
smithery-mcp Claim
N/A N/A 95
38537
ziongh
app-seo-ai Claim
N/A N/A 95
38538
beardfaceguy
Daimonos Claim
Agent-optimized MCP server with structured JSON tools. 20-45% token savings.
N/A N/A
38539
as7722314
Enables reading, writing, editing, and converting Office documents (ODT, DOCX, …
N/A N/A
38540
lm203688
Enables AI to safely view and operate Redis databases with read-only mode by de…
38541
mira-gift-hq
KOLens Claim
TikTok KOL intelligence with a public MCP remote for search, profiles, lists, a…
38542
NNTin
Provides Discord user presence information through the Lanyard API, enabling AI…
38543
Kaelio
ktx Claim
ktx is an MCP server that provides agents with accurate warehouse querying by s…
N/A N/A
38544
hiing
smithery-mcp Claim
N/A N/A 95
38545
wenjiachengy
Enables secure interaction with MySQL databases through listing tables, reading…
81
38546
ArsenalPAC
Enable AI assistants to manage broadcast messaging, email campaigns, and contac…
N/A N/A 95
38547
iampopovich
Production-ready MCP server for Allure TestOps, enabling test case, launch, tes…
38548
ver0-project
mcp-git Claim
Provides comprehensive Git operations as tools for AI assistants and applicatio…
N/A N/A 95
38549
lailai258
An MCP-only server that launches AI CLI tasks (Claude, Codex, Gemini, Forge, Op…
N/A N/A
38550
fangfuzha
article-mcp Claim
Enables multi-source literature search, full-text retrieval, reference analysis…
Showing 38501–38550 of 40750 servers
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