MCP Server Quality Scores
Independent quality analysis of 33449 public MCP servers
Last updated 49 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 31551 |
An MCP server that extracts clean, structured Markdown content from web page UR…
|
— | ||||||||
| 31552 |
FINOPTIMA
Claim
AI trading agent: multi-pool AMM, 4 strategies, marketplace, copy trading. 35 t…
|
— | ||||||||
| 31553 |
jsc-typescript-ast-mcp
Claim
AST for TypeScript, supports creating JSON representations of React components
|
— | ||||||||
| 31554 |
# Mirelia AI-Ready Patent Intelligence (MCP Server)
A fully autonomous, machin…
|
— | ||||||||
| 31555 |
drop-beacon-mcp
Claim
Search 100K+ EDC products. Track drops, compare prices, and analyze market tren…
|
— | ||||||||
| 31556 |
Rankiteo
Claim
Access real-time cybersecurity intelligence for any company. Rankiteo's MCP let…
|
— | ||||||||
| 31557 |
kai
Claim
Kai is a semantic analysis engine that sits on top of Git. It captures meaningf…
|
— | ||||||||
| 31558 |
gworkspace-mcp
Claim
An MCP server for automating Google Workspace applications including Sheets, Ap…
|
— | ||||||||
| 31559 |
cissp-study-group
Claim
CISSP certification exam prep from CISSPStudyGroup.com. 3,600+ practice questi…
|
— | ||||||||
| 31560 |
@archawat/mcp-cloudflare
Claim
MCP server for managing Cloudflare DNS across multiple zones from a single API …
|
— | ||||||||
| 31561 |
biolit
Claim
LLM-assisted biomedical literature screening and extraction for PubMed, GEO, an…
|
— | ||||||||
| 31562 |
Diversion MCP Server
Claim
Connects Claude to Diversion version control API enabling repository management…
|
— | ||||||||
| 31563 |
Final Cut Pro MCP — 88 tools: FCPXML engine, live FCP control, media analysis, …
|
— | ||||||||
| 31564 |
Email sending API for AI agents. Send transactional emails programmatically — t…
|
— | ||||||||
| 31565 |
local-fetch
Claim
|
— | ||||||||
| 31566 |
AgentDesk MCP
Claim
Adversarial AI review API — independent quality gating for AI agent outputs. Pr…
|
— | ||||||||
| 31567 |
loaditout
Claim
Search and install 20,000+ security-graded MCP servers and agent skills.
|
— | ||||||||
| 31568 |
European business data — French company check, EU VAT validation, legal search.
|
— | ||||||||
| 31569 |
cryptoseed-mcp
Claim
Enables AI agents to perform symmetric and asymmetric encryption of text and fi…
|
— | ||||||||
| 31570 |
School MCP
Claim
Enables natural language queries about grades, GPA, attendance, and schedules b…
|
— | ||||||||
| 31571 |
lexilint
Claim
Offline spell checker + BYOK grammar for AI assistants. Works with Claude Deskt…
|
— | ||||||||
| 31572 |
|
— | ||||||||
| 31573 |
mcp-server-v2
Claim
|
— | ||||||||
| 31574 |
Enables deployment of authentication-free MCP servers on Cloudflare Workers tha…
|
— | ||||||||
| 31575 |
Secret scanner for Slack, Jira, Confluence, Asana, Wrike, Linear, Zendesk, GitH…
|
— | ||||||||
| 31576 |
arxiv-mcp-server
Claim
Search arXiv, fetch paper metadata, and read full-text content. STDIO & Streama…
|
— | ||||||||
| 31577 |
github-mcp
Claim
|
— | ||||||||
| 31578 |
Extract product mentions, sponsors, and trends from podcast transcripts. Return…
|
— | ||||||||
| 31579 |
Godot MCP
Claim
Enables AI assistants to interact with the Godot game engine by launching the e…
|
— | ||||||||
| 31580 |
NeedHuman
Claim
Human-in-the-loop MCP server. When your agent is blocked by CAPTCHA, identity v…
|
— | ||||||||
| 31581 |
json-to-toon-mcp-server
Claim
|
— | ||||||||
| 31582 |
mapwise-mcp
Claim
Send friendly, personalized greetings on demand. Generate quick salutations wit…
|
— | ||||||||
| 31583 |
flai-mcp
Claim
An MCP server that connects AI assistants to FL Studio for music production via…
|
— | ||||||||
| 31584 |
dingdawg-compliance
Claim
EU AI Act + Colorado AI Act compliance scoring. 87/100 in 60 seconds. Free loca…
|
— | ||||||||
| 31585 |
Dokmatiq DocGen
Claim
PDF/DOCX/Excel generation with stationery overlay, ZUGFeRD/XRechnung, signing, …
|
— | ||||||||
| 31586 |
Audits other MCP servers for security risks. Returns safe / caution / unsafe / …
|
— | ||||||||
| 31587 |
deploy
Claim
Deploy any app to any cloud. 20 tools for deployments, previews, and management.
|
— | ||||||||
| 31588 |
imperium-manifold
Claim
Lightning-gated Cohereon Doctrine v6.1. 398 components, tiered pricing, agent o…
|
— | ||||||||
| 31589 |
emailens-mcp
Claim
# @emailens/mcp
MCP server for email compatibility analysis. Analyze, preview,…
|
— | ||||||||
| 31590 |
Team engineering memory for AI coding assistants. 47 MCP tools, pgvector semant…
|
— | ||||||||
| 31591 |
flatland
Claim
Financial modeling engine for AI agents. Build typed P&Ls, run scenario analysi…
|
— | ||||||||
| 31592 |
FreightUtils MCP Server
Claim
18 freight tools for AI agents: ADR 2025 + LQ/EQ, HS, airlines, UN/LOCODE, ULDs…
|
— | ||||||||
| 31593 |
allure-testops-mcp
Claim
Allure TestOps MCP — projects, launches, test cases, test results via REST API.
|
— | ||||||||
| 31594 |
webfetch-mcp
Claim
Drop-in MCP replacement for the built-in WebFetch tool. Adds domain-scoped cust…
|
— | ||||||||
| 31595 |
memory-mcp
Claim
An MCP server that stores project memory in Supabase, allowing AI tools to pers…
|
— | ||||||||
| 31596 |
Scribbletune MCP Server
Claim
Enables AI agents to generate MIDI clips from natural language descriptions and…
|
— | ||||||||
| 31597 |
test
Claim
|
— | ||||||||
| 31598 |
Enables developers to build Base mini apps from start to finish with 10 special…
|
— | ||||||||
| 31599 |
Activepieces MCP
Claim
An open source toolkit that converts 280+ integrations into MCP servers for use…
|
— | ||||||||
| 31600 |
mcp-new-caledonia
Claim
MCP server for New Caledonia open data (data.gouv.nc)
|
— | ||||||||