MCP Server Quality Scores

Independent quality analysis of 50103 public MCP servers

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50103
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29730
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2112
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Last updated 5 minutes ago

Grade Distribution

Score Distribution

Newly Added

retro F Crane Ledger F Brandfetch F 3TG Test Generation B teppek F

Biggest Gainers

Wisely x402 Agent-Payment Infrastructure +48 Graffeo Coffee Roasting +46 mkdshare.DEV +45

Biggest Drops

Serverless-DB-Oracle -46 dime-experiment-tools -45 FreelanceOS -44
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49301
umbra2728
firegex-mcp Claim
MCP server that exposes Firegex — a CTF regex/proxy firewall — to LLM tooling l…
 — ○ ⏳ — — — — — —
49302
joschi655
An MCP server that gives orchestrator agents fine-grained control over interact…
 — ○ ⏳ — N/A N/A — — —
49303
gyeongmin100
Enables querying South Korean stock disclosures, financial statements, and shar…
 — ○ ⏳ — N/A N/A — — —
49304
Hamid-K
Avanza-MCP Claim
MCP server for Avanza portfolio monitoring and trading, supporting regular and …
 — ○ ⏳ — N/A N/A — — —
49305
guptaprakhariitr
US patent search, full-text retrieval, claim extraction, citation graph, and we…
 — ○ ⏳ — — — — — —
49306
exasol-labs
Provides LLM access to Exasol database via MCP tools, including metadata readin…
 — ○ ⏳ — — — — — —
49307
toddle-edu
A server that converts Figma designs into pseudo-code structures optimized for …
 — ○ ⏳ — — — — 81 —
49308
cyanheads
FBI Crime Data Explorer — UCR estimates, NIBRS breakdowns, hate crimes, arrests…
 — ○ ⏳ — N/A N/A — — —
49309
alfredoizdev
Persistent memory MCP server for Claude Code, Cursor, and GitHub Copilot.
 — ○ ⏳ — N/A N/A — — —
49310
CSOAI-ORG
Flagship aquaculture crosswalk — one evidence pack satisfies ASC + RSPCA Assure…
 — ○ ⏳ — N/A N/A — — —
49311
space-cap
Enables searching and retrieving product information from Coupang (Korean e-com…
 — ○ ⏳ — — — — — —
49312
vs3kulic
eff-mcp Claim
EFF MCP server enables ethical analysis and refinement of user stories using th…
 — ○ ⏳ — — — — — —
49313
YUHAI0
An MCP server that enables LLMs to compose and send emails with attachments, an…
 — ○ ⏳ — — — — — —
49314
AlexlaGuardia
Warden Claim
A governed MCP server enforcing RBAC outside the model, with OpenTelemetry trac…
 — ○ ⏳ — N/A N/A — — —
49315
Kos-M
Tempus MCP Claim
Enables AI assistants to manage Toggl Track time entries, projects, and workspa…
 — ○ ⏳ — — — — — —
49316
josemvelez
Essential European data validation and formatting tools for AI agents. Validate…
 — ○ ⏳ — — — — 81 —
49317
inggerman
A production-grade MCP server framework providing multiple specialized servers …
 — ○ ⏳ — — — — — —
49318
tharunkalluru
Follows the Model Context Protocol to enable code agents to use Netlify API and…
 — ○ ⏳ — N/A N/A — 95 —
49319
parajuliminiyan
An AI-powered QA automation tool that crawls web pages, generates Playwright-ba…
 — ○ ⏳ — N/A N/A — — —
49320
POP24
LeBonFoin Claim
First MCP for the European hemp & CBD market: real French CBD catalogue, produc…
 — ○ ⏳ — — — — — —
49321
pranav7
browser-mcp Claim
A Model Control Protocol server that enables AI agents to perform web browsing …
 — ○ ⏳ — N/A N/A — — —
49322
UHQ-Actual
DOL WHD MCP Claim
TypeScript MCP server for accessing Department of Labor enforcement data, OSHA …
 — ○ ⏳ — — — — — —
49323
dremaker
lark-mcp Claim
Enables AI assistants to interact with Feishu/Lark Open Platform APIs for tasks…
 — ○ ⏳ — — — — — —
49324
linkeddraft
LinkedIn MCP server for AI content creation, LinkedIn post generation, post rew…
 — ○ ⏳ — — — — 81 —
49325
juanpablo-estrada
Enables managing WhatsApp Business accounts through natural language, including…
 — ○ ⏳ — — — — — —
49326
radial-hks
A Model Context Protocol server for coordinate system transformations and map p…
 — ○ ⏳ — — — — — —
49327
goldzulu
Enables discovering, fetching, validating, and converting Claude skills from th…
 — ○ ⏳ — — — — — —
49328
vibecode-mcp
— ○ ⏳ — N/A N/A — 95 —
49329
ptorsten
humaans-mcp Claim
Read-only MCP server for the Humaans HRIS API, providing tools to query people,…
 — ○ ⏳ — — — — — —
49330
sandeepmallareddy
A Model Context Protocol server that enables Claude to fully manage Google Cale…
 — ○ ⏳ — N/A N/A — — —
49331
bharathmadvar123
Enables secure Kubernetes operations with configurable security modes, supporti…
 — ○ ⏳ — — — — — —
49332
Poiuyhje
eqvps Claim
Crypto-paid no-KYC VPS that AI agents rent & operate over MCP — order, pay USDC…
 — ○ ⏳ — — — — — —
49333
MagarongCandy
MCP_Tools Claim
A NestJS app that exposes MCP-style tools backed by hardcoded JSON, allowing us…
 — ○ ⏳ — — — — — —
49334
jagoff
Local-first MCP server for Obsidian vaults with 66 tools for reading, writing, …
 — ○ ⏳ — N/A N/A — — —
49335
geraservicesuk
Privacy protection: scans, tracker detection, data broker opt-outs.
 — ○ ⏳ — N/A N/A — 95 —
49336
NicolasDuarte04
Crosswire Claim
Cross-venue Polymarket+Kalshi arbitrage: resolution mismatch, void risk & settl…
 — ○ ⏳ — — — — — —
49337
radiahq
Enables AI agents to manage and use prepaid virtual Visa cards with hard budget…
 — ○ ⏳ — N/A N/A — 95 —
49338
music360app
Music360 MCP Claim
API do Music360 para agentes de IA - artistas, obras, fonogramas, contratos, sh…
 — ○ ⏳ — — — — — —
49339
mater1996
A Sketch file processing MCP server that enables AI tools to analyze Sketch des…
 — ○ ⏳ — N/A N/A — — —
49340
SShadowS
Enables AI-powered ticket analysis and comprehensive Zendesk API integration vi…
 — ○ ⏳ — — — — — —
49341
fastmcp-me
Enables conversational AI assistants to help users discover movies, find showti…
 — ○ ⏳ — N/A N/A — — —
49342
takashicompany
playcaller Claim
An MCP server that enables AI agents to play-test Unity games by capturing scre…
 — ○ ⏳ — N/A N/A — — —
49343
lineofflight
Frankfurter Claim
Blended FX rates from 50+ institutions. Tools: get_rates, convert, list_currenc…
 — ○ ⏳ — — — — — —
49344
jean-johnson-zwix
arm-code-mcp Claim
MCP server for Arm64 Linux performance: parse perf output, suggest NEON intrins…
 — ○ ⏳ — N/A N/A — — —
49345
CristianoCiuti
RepoNova Claim
RepoNova is an MCP server that builds a persistent knowledge graph of your code…
 — ○ ⏳ — N/A N/A — — —
49346
Jasekeee
shelby-mcp Claim
MCP server for Shelby Protocol that enables AI agents to read, write, and manag…
 — ○ ⏳ — — — — — —
49347
selvin-paul-raj
Fully featured MCP server that provides automation tools for LinkedIn, supporti…
 — ○ ⏳ — N/A N/A — — —
49348
inSideos-designs
cowork-qa Claim
Goal-driven Playwright browser sessions for LLMs, with full action traces and a…
 — ○ ⏳ — N/A N/A — — —
49349
onmokoworks
WizTree MCP Claim
Read-only MCP server that wraps WizTree's CSV export and adds disk-usage analys…
 — ○ ⏳ — N/A N/A — — —
49350
artgas1
xmlriver-mcp Claim
Google/Yandex SERP parsing and Yandex Wordstat keyword frequency via XMLRiver X…
 — ○ ⏳ — N/A N/A — — —
Showing 49301–49350 of 50103 servers
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