MCP Server Quality Scores
Independent quality analysis of 64153 public MCP servers
Last updated 4 hours, 23 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 62451 |
sdm-mcp
Claim
MCP server to remotely control Siglent SDM3000 series digital multimeters via T…
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| 62452 |
EDINET DB MCP Server
Claim
Structured financial data for ~3,800 Japanese listed companies from EDINET regu…
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| 62453 |
sai-roadmap-mcp
Claim
An MCP server that exposes certifications, projects, and an AI engineering lear…
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| 62454 |
mcp-ssh-tmux
Claim
A high-performance MCP server that manages persistent SSH sessions via a local …
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| 62455 |
archivist
Claim
Provides read-only SRD lookup and deterministic enrichment tools for D&D 5e con…
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| 62456 |
MCP server that generates fortune context packs based on Saju, Zi Wei Dou Shu, …
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| 62457 |
traepromptsmottivme
Claim
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| 62458 |
TransForm MCP Server
Claim
Enables dynamic format selection (JSON, Parquet, Arrow IPC) for MCP tool output…
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| 62459 |
HR-ASSIST
Claim
Agentic AI system that automates HR workflows like employee onboarding, enablin…
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| 62460 |
bcs-mcp
Claim
Enables AI assistants to interact with BCS brokerage accounts for portfolio vie…
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| 62461 |
Enables AI-powered access to authoritative design systems knowledge, including …
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| 62462 |
Identity Server
Claim
A local MCP server that maintains and serves personal identity context to LLMs.
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| 62463 |
jira-mcp
Claim
Bridges AI assistants with Jira Cloud for issue management, search, comments, w…
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| 62464 |
waitloop
Claim
Enables agents to create hosted waitlist pages with referral ranking, email cap…
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| 62465 |
weather-taipei
Claim
Provides weather reports for Zhongshan District, Taipei, Taiwan and other Taiwa…
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| 62466 |
Photoshop MCP Server
Claim
Enables remote control of Adobe Photoshop on macOS and Windows via MCP, support…
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| 62467 |
clickflow
Claim
ClickFlow is an AI-powered SEO platform that creates, optimizes, and tracks con…
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| 62468 |
SuperMemory MCP
Claim
A tool that makes memories stored in ChatGPT accessible across various language…
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| 62469 |
otel-analyzer-mcp
Claim
MCP server for analyzing OpenTelemetry traces with performance and error diagno…
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| 62470 |
Open MCP Knowledgebase
Claim
A zero-database MCP knowledgebase template for Vercel that exposes static Markd…
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| 62471 |
MCP server for Velog blog platform enabling reading, searching, and writing art…
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| 62472 |
Enables Instagram and Facebook analytics via the Meta Graph API, offering accou…
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| 62473 |
conformi-search-mcp
Claim
EU legal research with verifiable CELEX citations from the EUR-Lex corpus (DE/E…
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| 62474 |
BullRun
Claim
Stock screening, company financials, ETF search, and personal portfolio analysi…
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| 62475 |
Enables intelligent workflow automation for JD's FOP platform, supporting PRD a…
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| 62476 |
litvm-tcg-oracle
Claim
On-chain TCG price oracle for the LitecoinVM ecosystem. 6 tools: search 433K+ t…
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| 62477 |
ecoclaw-mcp
Claim
Manages local AI skills for Claude Desktop, enabling listing, running, tuning, …
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| 62478 |
Bokicast MCP Server
Claim
An MCP server that visualizes bookkeeping elements like journal entries and T-a…
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| 62479 |
FRED API MCP Server
Claim
Enables searching and retrieving economic data from the Federal Reserve Economi…
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| 62480 |
sqlite-mcp-server3
Claim
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| 62481 |
mcp-server-cal
Claim
Cal.com scheduling MCP server: manage bookings, event types, and availability.
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| 62482 |
ProductBrain
Claim
Connects AI assistants to a team's product knowledge base, enabling search, cap…
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| 62483 |
LoreRoom
Claim
Encrypted, local memory for your Claude Code Telegram bot. Captures both sides …
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| 62484 |
salesforce-mcp
Claim
Provides read-only access to Salesforce orgs via MCP, enabling SOQL queries, sO…
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| 62485 |
geminiomnirights-mcp
Claim
Remote MCP for Gemini Omni commercial rights receipt MCP, structured receipts, …
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| 62486 |
taiwan-payroll
Claim
Taiwan statutory payroll: labor & health insurance, labor pension, 2nd-gen NHI …
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| 62487 |
doc-aurora-dev
Claim
Tested By Abir_kh4N
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| 62488 |
grafema
Claim
Semantic code graph MCP server for AI coding agents. Indexes your codebase into…
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| 62489 |
scrapegraph-mcp-testing
Claim
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| 62490 |
An MCP server that provides [describe what your server does]
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| 62491 |
shelf-mcp
Claim
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| 62492 |
clova-speech-lecture-mcp
Claim
Enables speech-to-text transcription and summarization of lecture audio using N…
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| 62493 |
Nolas-Shadow
Claim
MCP server that lets AI agents launch and manage Meta + TikTok ad campaigns aut…
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| 62494 |
sniff
Claim
QA + a11y scanner: walks your running app's real user flows and reports what's …
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| 62495 |
Polygraph
Claim
Open behavioral litmus for MCP servers — grades A–F across tool-output injectio…
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| 62496 |
dg-mcp-server
Claim
A powerful and flexible Datagroom MCP server implementation to read the data an…
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| 62497 |
MCP Memory Server
Claim
Provides long-term memory for AI coding agents, enabling them to remember, sear…
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| 62498 |
Sozio Business
Claim
Sozio Business is a standalone local MCP server for combining private company d…
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| 62499 |
trello-mcp
Claim
A Trello MCP server that enables searching cards by custom field values and man…
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| 62500 |
directory-indexer
Claim
Provides AI assistants with semantic search and read access to local files and …
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