MCP Server Quality Scores

Independent quality analysis of 64153 public MCP servers

64153
Discovered
30367
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62451
lxkang00
sdm-mcp Claim
MCP server to remotely control Siglent SDM3000 series digital multimeters via T…
62452
edinetdb
Structured financial data for ~3,800 Japanese listed companies from EDINET regu…
62453
saichintamani
An MCP server that exposes certifications, projects, and an AI engineering lear…
N/A N/A
62454
devnullvoid
mcp-ssh-tmux Claim
A high-performance MCP server that manages persistent SSH sessions via a local …
N/A N/A
62455
archivist-gg
archivist Claim
Provides read-only SRD lookup and deterministic enrichment tools for D&D 5e con…
N/A N/A
62456
Bombay
MCP server that generates fortune context packs based on Saju, Zi Wei Dou Shu, …
62457 N/A N/A 95
62458
shashank524
Enables dynamic format selection (JSON, Parquet, Arrow IPC) for MCP tool output…
N/A N/A
62459
dhanush-ts
HR-ASSIST Claim
Agentic AI system that automates HR workflows like employee onboarding, enablin…
N/A N/A
62460
human-turn
bcs-mcp Claim
Enables AI assistants to interact with BCS brokerage accounts for portfolio vie…
62461
southleft
Enables AI-powered access to authoritative design systems knowledge, including …
62462
ruthvik-947
A local MCP server that maintains and serves personal identity context to LLMs.
N/A N/A
62463
rifujin123
jira-mcp Claim
Bridges AI assistants with Jira Cloud for issue management, search, comments, w…
62464
zexiro
waitloop Claim
Enables agents to create hosted waitlist pages with referral ranking, email cap…
62465
duncanhuang-5124
Provides weather reports for Zhongshan District, Taipei, Taiwan and other Taiwa…
62466
StarBoze
Enables remote control of Adobe Photoshop on macOS and Windows via MCP, support…
N/A N/A 95
62467
clickflow
clickflow Claim
ClickFlow is an AI-powered SEO platform that creates, optimizes, and tracks con…
N/A N/A 95
62468
Jasox1210
A tool that makes memories stored in ChatGPT accessible across various language…
N/A N/A 95
62469
jsamuel1
MCP server for analyzing OpenTelemetry traces with performance and error diagno…
N/A N/A
62470
NO-Product
A zero-database MCP knowledgebase template for Vercel that exposes static Markd…
62471
hyungseokyoon
velog-mcp Claim 1
MCP server for Velog blog platform enabling reading, searching, and writing art…
81
62472
BilalTariq01
Enables Instagram and Facebook analytics via the Meta Graph API, offering accou…
62473
conformi-eu
EU legal research with verifiable CELEX citations from the EUR-Lex corpus (DE/E…
62474
ferinator
BullRun Claim
Stock screening, company financials, ETF search, and personal portfolio analysi…
62475
shaun888
Enables intelligent workflow automation for JD's FOP platform, supporting PRD a…
81
62476
sailorpepe
On-chain TCG price oracle for the LitecoinVM ecosystem. 6 tools: search 433K+ t…
62477
ecoclaw
ecoclaw-mcp Claim
Manages local AI skills for Claude Desktop, enabling listing, running, tuning, …
N/A N/A
62478
lambda-tuber
An MCP server that visualizes bookkeeping elements like journal entries and T-a…
N/A N/A
62479
dracepj
Enables searching and retrieving economic data from the Federal Reserve Economi…
62480 N/A N/A 95
62481
AIWerk
Cal.com scheduling MCP server: manage bookings, event types, and availability.
N/A N/A
62482
synergyai-os
ProductBrain Claim
Connects AI assistants to a team's product knowledge base, enabling search, cap…
N/A N/A
62483
fenghaochang
LoreRoom Claim
Encrypted, local memory for your Claude Code Telegram bot. Captures both sides …
N/A N/A
62484
pmankar-netchex
Provides read-only access to Salesforce orgs via MCP, enabling SOQL queries, sO…
62485
clauxel
Remote MCP for Gemini Omni commercial rights receipt MCP, structured receipts, …
62486
supra126
Taiwan statutory payroll: labor & health insurance, labor pension, 2nd-gen NHI …
62487
aurora-is-near
Tested By Abir_kh4N
N/A N/A 95
62488
Disentinel
grafema Claim
Semantic code graph MCP server for AI coding agents. Indexes your codebase into…
N/A N/A
62489 N/A N/A 95
62490
manoharanRajesh
python-version Claim 1
An MCP server that provides [describe what your server does]
N/A N/A 83
62491
baptitse-jn
shelf-mcp Claim
N/A N/A 95
62492
hwyang2003
Enables speech-to-text transcription and summarization of lecture audio using N…
N/A N/A
62493
agent1st-ads-mcp
Nolas-Shadow Claim
MCP server that lets AI agents launch and manage Meta + TikTok ad campaigns aut…
N/A N/A 95
62494
Aboudjem
sniff Claim
QA + a11y scanner: walks your running app's real user flows and reports what's …
N/A N/A
62495
polygraphso
Polygraph Claim
Open behavioral litmus for MCP servers — grades A–F across tool-output injectio…
N/A N/A
62496
hrishi2710
A powerful and flexible Datagroom MCP server implementation to read the data an…
N/A N/A
62497
beach55607-max
Provides long-term memory for AI coding agents, enabling them to remember, sear…
62498
FabianBartschDatenanalyse
Sozio Business is a standalone local MCP server for combining private company d…
N/A N/A
62499
AxGrid
trello-mcp Claim
A Trello MCP server that enables searching cards by custom field values and man…
62500
peteretelej
Provides AI assistants with semantic search and read access to local files and …
Showing 62451–62500 of 64153 servers