MCP Server Quality Scores

Independent quality analysis of 33449 public MCP servers

33449
Discovered
26363
Scored
1627
Verified
16957
Complete

Last updated 49 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
31551
MCP-Mirror
An MCP server that extracts clean, structured Markdown content from web page UR…
81
31552
toutcreer
FINOPTIMA Claim
AI trading agent: multi-pool AMM, 4 strategies, marketplace, copy trading. 35 t…
N/A N/A 83
31553
jscoobyced
AST for TypeScript, supports creating JSON representations of React components
N/A N/A
31554
mirelia
# Mirelia AI-Ready Patent Intelligence (MCP Server) A fully autonomous, machin…
81
31555
direct-web
Search 100K+ EDC products. Track drops, compare prices, and analyze market tren…
N/A N/A
31556
rankiteo
Rankiteo Claim
Access real-time cybersecurity intelligence for any company. Rankiteo's MCP let…
31557
kaicontext
kai Claim
Kai is a semantic analysis engine that sits on top of Git. It captures meaningf…
N/A N/A
31558
LeooNic
An MCP server for automating Google Workspace applications including Sheets, Ap…
N/A N/A
31559
vincent-552x
CISSP certification exam prep from CISSPStudyGroup.com. 3,600+ practice questi…
31560
archawat
MCP server for managing Cloudflare DNS across multiple zones from a single API …
31561
rachadele
biolit Claim
LLM-assisted biomedical literature screening and extraction for PubMed, GEO, an…
N/A N/A
31562
huazrickty
Connects Claude to Diversion version control API enabling repository management…
31563
dreliq9
Final Cut Pro MCP — 88 tools: FCPXML engine, live FCP control, media analysis, …
N/A N/A
31564
axel-belfort
Email sending API for AI agents. Send transactional emails programmatically — t…
31565
xiaobenyang-com
local-fetch Claim
N/A N/A 95
31566
ezark-consulting
Adversarial AI review API — independent quality gating for AI agent outputs. Pr…
N/A N/A
31567
loaditoutadmin
loaditout Claim
Search and install 20,000+ security-graded MCP servers and agent skills.
N/A N/A
31568
BricePourLe13
European business data — French company check, EU VAT validation, legal search.
31569
PurpleBass
Enables AI agents to perform symmetric and asymmetric encryption of text and fi…
N/A N/A
31570
shengdynasty
School MCP Claim
Enables natural language queries about grades, GPA, attendance, and schedules b…
N/A N/A
31571
raunakkathuria
lexilint Claim
Offline spell checker + BYOK grammar for AI assistants. Works with Claude Deskt…
N/A N/A 95
31572
@ilo.begashvili
browserbase Claim
N/A N/A 95
31573 N/A N/A 95
31574
Sebzo-work
Enables deployment of authentication-free MCP servers on Cloudflare Workers tha…
81
31575
n0s1-mcp Claim 1
Secret scanner for Slack, Jira, Confluence, Asana, Wrike, Linear, Zendesk, GitH…
N/A N/A 69
31576
cyanheads
Search arXiv, fetch paper metadata, and read full-text content. STDIO & Streama…
31577
joeleesuh
github-mcp Claim
N/A N/A 95
31578
sincetoday
Extract product mentions, sponsors, and trends from podcast transcripts. Return…
81
31579
Zycroft
Godot MCP Claim
Enables AI assistants to interact with the Godot game engine by launching the e…
N/A N/A 95
31580
needhuman
NeedHuman Claim
Human-in-the-loop MCP server. When your agent is blocked by CAPTCHA, identity v…
31581 N/A N/A
31582
kodey-ai
mapwise-mcp Claim
Send friendly, personalized greetings on demand. Generate quick salutations wit…
N/A N/A 95
31583
kaupau
flai-mcp Claim
An MCP server that connects AI assistants to FL Studio for music production via…
N/A N/A
31584
DingDawg-dev
EU AI Act + Colorado AI Act compliance scoring. 87/100 in 60 seconds. Free loca…
N/A N/A 83
31585
PDF/DOCX/Excel generation with stationery overlay, ZUGFeRD/XRechnung, signing, …
N/A N/A
31586
mception Claim 1
Audits other MCP servers for security risks. Returns safe / caution / unsafe / …
N/A N/A 81
31587
nometria
deploy Claim
Deploy any app to any cloud. 20 tools for deployments, previews, and management.
N/A N/A
31588
ImperiumCore
Lightning-gated Cohereon Doctrine v6.1. 398 components, tiered pricing, agent o…
31589
emailens-mcp
emailens-mcp Claim
# @emailens/mcp MCP server for email compatibility analysis. Analyze, preview,…
31590
memforge-memory Claim 1
Team engineering memory for AI coding assistants. 47 MCP tools, pgvector semant…
N/A N/A 61
31591
isaac-wx2g
flatland Claim
Financial modeling engine for AI agents. Build typed P&Ls, run scenario analysi…
N/A N/A
31592
SoapyRED
18 freight tools for AI agents: ADR 2025 + LQ/EQ, HS, airlines, UN/LOCODE, ULDs…
31593
mshegolev
Allure TestOps MCP — projects, launches, test cases, test results via REST API.
N/A N/A
31594
simonediroma
webfetch-mcp Claim
Drop-in MCP replacement for the built-in WebFetch tool. Adds domain-scoped cust…
N/A N/A
31595
User75621
memory-mcp Claim
An MCP server that stores project memory in Supabase, allowing AI tools to pers…
31596
claboran
Enables AI agents to generate MIDI clips from natural language descriptions and…
31597
intruder-io
test Claim
N/A N/A 95
31598
Mr-Web3
Enables developers to build Base mini apps from start to finish with 10 special…
N/A N/A 95
31599
LaunchpadAI
An open source toolkit that converts 280+ integrations into MCP servers for use…
N/A N/A 95
31600
lacausecrypto
MCP server for New Caledonia open data (data.gouv.nc)
N/A N/A
Showing 31551–31600 of 33449 servers
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