MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 39 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41401
sjgant80-hub
foldkit Claim
Exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as tools and resour…
N/A N/A
41402
adopteunconteneur
Delivery cost calculator and container dimensions for France. Real HT/TTC price…
41403
iamishaan24
Provides tools and context for interacting with Google Cloud services, enabling…
N/A N/A
41404
clauxel
A paid remote MCP for hosted MCP server, built to return verdicts, receipts, us…
41405
techformist
Seta MCP Claim
Enables Salesforce developers to create code and configuration using local docu…
41406
gabrielmahia
usafiri-mcp Claim
MCP server for Kenya transport — matatu route finder, NTSA services, boda licen…
N/A N/A
41407
bitbankinc
MCP server for analyzing cryptocurrency markets from bitbank API, enabling tech…
41408
fmeies
Enables AI assistants to query etracker analytics data such as page views, conv…
N/A N/A
41409
yedla26
MCP server that connects Claude Desktop to an Oracle Fusion Cloud instance. It …
N/A N/A
41410
pipeworx-io
data-gov-sg Claim
Enables access to Singapore government open data and real-time environment/tran…
N/A N/A
41411
letchupkt
Enables AI assistants to execute penetration testing commands and security tool…
81
41412
Anaxer Claim 1
Query Solana DEX data: prices, metadata, launches, graduations, live stream tai…
N/A N/A 69
41413
mameziane
aiponge Claim
private by default journaling, self-understanding, reflective songs, books, pla…
41414
gammarips
Monitor high-conviction option signals and track trading performance across div…
81
41415
napiergit
Enables AI agents to manage Lever.co candidates and job requisitions, and send …
41416
LAPSrj
WP-MCP Claim
Enables interaction with WordPress sites through the WordPress REST API, dynami…
N/A N/A
41417
ilham98
simala-mcp Claim
A read-only MCP server for trending SIMALA lab parameters from production data,…
N/A N/A
41418
s-gun-kamolthip
Kuriflow Claim
Claude solves problems. Kuriflow makes them repeat. Stop spending AI tokens on …
N/A N/A 95
41419
bidouilles
Enables AI assistants to control iOS simulators through WebDriverAgent, support…
N/A N/A
41420
BackpowCom
Proof of Work oracle: solo mining odds, cost of production, hashrate, mining ha…
41421
junter1989k-ai
France shipping labels for AI agents: buy Mondial Relay and more, track and ref…
41422
shutovdef-dotcom
Local-first MCP server for Yandex Webmaster that exposes tools for SEO operatio…
41423
Utsav-Ladani
Enables WordPress content management via the Model Context Protocol, allowing c…
41424
joshkaplan-dev
Imessage-MCP Claim
Read-only access to imessage
N/A N/A
41425
jamesricky
test-mcp Claim
A demo MCP server for testing and debugging tools, providing tools to get launc…
41426
verifoxturnix1
Verify email deliverability & find business emails (single or bulk) via the Ver…
41427
Strand-AI
A local MCP server for intelligent PDF management that converts papers to markd…
N/A N/A
41428
memorise8
Enables searching and retrieving Korean Supreme Court precedents from the law.g…
41429
OriginTrail
Connects MCP-compatible agents with the OriginTrail Decentralized Knowledge Gra…
41430
gitnoah1
A Minecraft bot controlled by Claude over MCP, enabling natural-language comman…
N/A N/A
41431
xiaobenyang-com
Streamline development by automating code generation and fixes, file operations…
N/A N/A 95
41432
ShaBaasPay MCP server for PayTo agreements and payment initiation in Australia.
N/A N/A 76
41433
renga92
High-strategic intelligence platform for life sciences that enables real-time c…
N/A N/A
41434
caffeineworks-ai
Enables remote control of a virtual LUMEI lamp via Claude, allowing users to ad…
41435
Community-VyProjects
VyMCP Claim
MCP server for VyOS routers via VyManager, enabling AI agents to read and manag…
41436
juansebashr
Enables AI assistants to query and manage personal finance data through the uno…
81
41437
donbr
A temporally-aware knowledge graph MCP server for AI agents, enabling episodic …
N/A N/A
41438
Perdiga
Provides access to Brazilian financial market data through OpLab APIs, enabling…
41439
PYmili
Enables AI assistants to search and retrieve content from the Chinese Minecraft…
41440
rushikeshmore
tor-mcp Claim
Routes web requests from AI tools through Tor for anonymized fetching, with sel…
N/A N/A
41441
rag-poc-pj
AI agent can manage Redmine tickets and projects via MCP tools.
N/A N/A
41442
aryanma
imessage-mcp Claim
Enables reading and sending iMessages on macOS through MCP, with tools for mana…
N/A N/A
41443
herohunt-ai
herohunt-mcp Claim
People search API - find 1 billion candidates across LinkedIn and GitHub with r…
N/A N/A
41444
Maurice1969DB
LivTakt Claim
Life-balance task manager that prioritises your tasks to restore balance across…
41445
debs-obrien
Enables AI agents like GitHub Copilot to retrieve real-time weather data for an…
41446
gucci10248
BioMCP Claim
Read-only biomedical MCP server connecting PubMed, ClinicalTrials.gov, ClinVar,…
N/A N/A
41447
meovan07
mcp-evidence Claim
Drives a real Chromium browser via Playwright to capture evidence (screenshots,…
N/A N/A
41448
minopeef
Enables AI-assisted 3D scene manipulation in Cinema 4D via natural language, us…
N/A N/A
41449 N/A N/A 95
41450
KarstenKreh
Generate design systems: OKLCH color palettes, fluid type scales, spacing, shap…
Showing 41401–41450 of 67197 servers
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