MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

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30006
Discovered
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23983
Scored
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1225
Verified
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16961
Complete
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Last updated 26 minutes ago

Grade Distribution

Score Distribution

Biggest Gainers

Servicialo MCP Server +2 AgentLore +1 freightgate-mcp-server +1

Biggest Drops

Nursing Home Database -8 Roundtable -7 Singularity Layer MCP -7
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# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
24251
mcp-server Claim 2
MCP server for WindowsForum.com with search, document retrieval, and real-time …
 — ○ — — — — 67 —
24252
Job descriptions, skills, education requirements, and wage data
 — ○ — — — — 67 —
24253
nerq-ai
nerq Claim
Search 4.9M+ AI agents and check compliance across 52 global jurisdictions incl…
 — ○ ⏳ — — — — — —
24254
escapeboy
AI Agent Mission Control with 200+ MCP tools. Manage agents, experiments, workf…
 — ○ ⏳ — — — — — —
24255
wgong
— ○ — N/A N/A — 95 —
24256
automatikstudio
An MCP server that generates professional and context-aware responses to custom…
 — ○ — — — — 81 —
24257
SigParser Claim 1
Query contacts, companies, relationships, and communication metrics from SigPar…
 — ○ — — — — 67 —
24258
Real-time crypto market data
 — ○ — — — — 67 —
24259
Morbidity and Mortality Weekly Reports and disease surveillance
 — ○ — — — — 67 —
24260
BlogCaster MCP Claim 2
An MCP server for the BlogCaster project.
 — ○ — — — — 67 —
24261
bioanywhere
Enables AI assistants to interact with GitLab projects, allowing users to view …
 — ○ — — — — 81 —
24262
delimit-ai
Delimit Claim
One workspace for every AI coding assistant. Shared tasks, memory, and governan…
 — ○ — N/A N/A — 95 —
24263
cuilabs
End-to-end quantum-native security fabric for AI, data, and mission-critical sy…
 — ○ ⏳ — — — — — —
24264
MCP server providing Playwright test generation wizard with intelligent prompts…
 — ○ — N/A N/A — 81 —
24265
vybenetwork
Solana MCP by Vybe: OpenAPI discovery, doc search, live API execution with your…
 — ○ ⏳ — — — — — —
24266
product_intelligence
Shoptera Claim
Shoptera Product Intelligence Search product catalogs across thousands of Centr…
 — ○ ⏳ — — — — — —
24267
TerryZ282
Manage and review vocabulary efficiently using spaced repetition and AI-powered…
 — ○ ⏳ — N/A N/A — 95 —
24268
varunjain-byte
An MCP server that integrates with GitHub Copilot to analyze Axivion static-ana…
 — ○ — N/A N/A — 95 —
24269
heisee
Human-in-the-Loop API: AI agents create forms, share URLs with humans, get JSON…
 — ○ ⏳ — N/A N/A — 83 —
24270
retailbox-automation
Audit ClickUp workspaces: spaces, folders, lists, custom fields, tasks, and vie…
 — ○ ⏳ — N/A N/A — 95 —
24271
jessicayanwang
magic-mcp Claim
— ○ — N/A N/A — 95 —
24272
willhamlam
Enables AI-powered browser automation through RoxyChrome browsers using Playwri…
 — ○ — — — — 81 —
24273
kamath
AgentMail Claim
Create inboxes and send emails. Manage threads, labels, and replies to keep con…
 — ○ — N/A N/A — 95 —
24274
ROHWOOCHUL
test Claim
— ○ — N/A N/A — 95 —
24275
pixxelboy
Enables LLMs to analyze music (genre, mood, tempo, key), separate audio stems, …
 — ○ — — — — 81 —
24276
suliuer
hello Claim
— ○ — N/A N/A — 95 —
24277
cryptosquanch
legends-mcp Claim
Chat with 36 legendary founders & investors (Elon Musk, Warren Buffett, Steve J…
 — ○ ⏳ — N/A N/A — 95 —
24278
yaat2000
asdfagwg Claim
— ○ — N/A N/A — 95 —
24279
mcp-server Claim 1
Kotlin compile-time SQL library. Docs, code validation, and SQLite execution to…
 — ○ — — — — 67 —
24280
FRC documentation MCP server for WPILib, REV, CTRE, Redux, and PhotonVision.
 — ○ — N/A N/A — 81 —
24281
MoshPitLabs
Enables AI models to send plain text messages, formatted release announcements,…
 — ○ ⏳ — — — — 81 —
24282
SpunkyMartian
— ○ — N/A N/A — 95 —
24283
iusztinpaul
Hands-on workshop: Build a multi-agent AI system from scratch — Deep Research A…
 — ○ ⏳ — N/A N/A — — —
24284
FBI Crime Data Claim 1
Crime estimates by type, state arrest data, and national crime trends from the …
 — ○ — — — — 67 —
24285
sbs1003
sbs_mcp_1010 Claim
— ○ — N/A N/A — 95 —
24286
meetbot
Meet.bot Claim
Manage scheduling pages and view real-time availability for meetings. Book new …
 — ○ ⏳ — — — — — —
24287
sdk03
A Model Control Protocol server that provides news scraping capabilities for Kh…
 — ○ — N/A N/A — 95 —
24288
dreamlaunchersin
DREAM LAUNCHERS INTERIORS PRIVATE LIMITED
 — ○ — N/A N/A — 95 —
24289
vinicius
clockify_mcp Claim
— ○ — N/A N/A — 95 —
24290
Twitter (X) trends over time, with growth for any keyword. Free key at trendsmc…
 — ○ — — — — 67 —
24291
hanley-development
Connects to Oracle Autonomous Database via OCI Bastion tunneling to enable AI-p…
 — ○ ⏳ — N/A N/A — — —
24292
ScopeBlind
protect-mcp Claim
Security gateway for MCP servers. Wraps any MCP server with per-tool policies (…
 — ○ ⏳ — — — — — —
24293
mohitkr
causalMCP Claim
An MCP server for causal effect estimation from observational data, powered by …
 — ○ ⏳ — N/A N/A — — —
24294
naveen6768
A Model Context Protocol server designed for tracking and managing personal or …
 — ○ ⏳ — N/A N/A — — —
24295
carrierone
20 structured datasets (NPI healthcare, SEC filings, OFAC sanctions, crypto wha…
 — ○ ⏳ — — — — — —
24296
alexherman11
Enables Claude to interact with the Canvas LMS API to manage courses, assignmen…
 — ○ ⏳ — — — — — —
24297
TPEmist
pop-pay Claim
Project Point One Percent - Agent Pay \[pop-pay] is a payment guardrail and one…
 — ○ ⏳ — — — — — —
24298
treesoop
hwp-mcp Claim
An MCP server for reading, writing, and managing Korean Hangul Word Processor (…
 — ○ ⏳ — N/A N/A — — —
24299
Jerick97
MCP Arena Claim
A turn-based combat platform where AI agents autonomously battle in a real-time…
 — ○ ⏳ — — — — — —
24300
CyranoB
Search the web using DuckDuckGo and fetch/convert web content using Jina Reader…
 — ○ ⏳ — N/A N/A — 95 —
Showing 24251–24300 of 30006 servers
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