MCP Server Quality Scores

Independent quality analysis of 69135 public MCP servers

69135
Discovered
→
33833
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56401
BusyBee3333
Comprehensive MCP server for Mailchimp Marketing API v3.0 with over 104 tools a…
— ○ ⏳ — — — — — —
56402
Kishotta
Connects Claude to the campaign's LegendKeeper wiki, allowing interaction with …
— ○ ⏳ — — — — — —
56403
stedwick
MCP server for Codecov that provides tools to get commit coverage totals and pr…
— ○ ⏳ — — — — — —
56404
justoneapi
Exposes JustOneAPI endpoints as MCP tools, returning raw upstream JSON without …
— ○ ⏳ — — — — — —
56405
dotts-h
twiceshy Claim
Experience memory for coding agents: validated traps, fixes and dead-ends at de…
— ○ ⏳ — — — — — —
56406
inadvisable-hibiscusfarragei279
Enables assistants to analyze files and URLs for malware by integrating with se…
— ○ ⏳ — N/A N/A — — —
56407
CSOAI-ORG
ci-cd-generator-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
56408
KavinVetrivel
A Model Context Protocol (MCP) server that provides shipment tracking functiona…
— ○ ⏳ — — — — — —
56409
GleidsonFerSanP
MCP server for managing AI prompts with CRUD operations, categorization, and ta…
— ○ ⏳ — N/A N/A — — —
56410
mmaun
sales-agent Claim
Multi-agent sales email generation server that creates, evaluates, and sends pe…
— ○ ⏳ — — — — — —
56411
WebexCommunity
Enables automated messaging, room management, and team collaboration through th…
— ○ ⏳ — — — — — —
56412
rahulrajaram
gptqueue Claim
Enables AI agents to discover each other and exchange typed messages through a …
— ○ ⏳ — N/A N/A — — —
56413
earonesty
boxpdf Claim
Resource-only MCP server with docs and templates for the boxpdf TypeScript PDF …
— ○ ⏳ — N/A N/A — — —
56414
devcer
Enables Open Payments operations such as creating incoming payments, quotes, an…
— ○ ⏳ — N/A N/A — — —
56415
drashrafsaiyed-cyber
Control Instagram from Claude: publish photos, reels, and carousels, read accou…
— ○ ⏳ — — — — — —
56416
mdwells
Search current remote / work-from-home jobs by category, region, perk, or compa…
— ○ ⏳ — — — — — —
56417
NAJEMWEHBE
Drive the Unreal Engine 5.7 editor from any MCP client over a local TCP socket …
— ○ ⏳ — N/A N/A — 95 —
56418
DelinSirkov
Offload MCP Claim
Delegates real-world digital tasks to vetted humans directly from AI chat. Prov…
— ○ ⏳ — — — — — —
56419
PicsArt
Enables AI agents and terminals to generate images, video, and audio using 141 …
— ○ ⏳ — — — — — —
56420
denismaggior8
A Model Context Protocol server that brings the capabilities of [enigmapython](…
— ○ ⏳ — — — — — —
56421 — ○ ⏳ — N/A N/A — 95 —
56422
ai-forever
MCP server that generates images from text prompts using the Kandinsky AI via o…
— ○ ⏳ — N/A N/A — — —
56423
KappaML
Exposes the KappaML API as tools for AI assistants, enabling user management, m…
— ○ ⏳ — N/A N/A — — —
56424
tulaman
Fetches your YouTube Watch Later playlist using yt-dlp with browser cookies, by…
— ○ ⏳ — N/A N/A — — —
56425
Ooak21
cortex402 Claim
Pay-per-call x402 data products on Base mainnet — sanctions, aviation weather, …
— ○ ⏳ — N/A N/A — — —
56426
arc-mcp
arc-mcp-hub Claim
A thin, deterministic MCP hub for SAP BTP that routes connections to multiple S…
— ○ ⏳ — — — — — —
56427
junna-legal
A production-ready foundation for building secure, observable MCP servers with …
— ○ ⏳ — — — — — —
56428
James-Server-Admin
kb-gateway Claim
HTTP MCP gateway enabling remote agents to query a learning corpus combining Pi…
— ○ ⏳ — — — — — —
56429
EtienneBBeaulac
Memory MCP Claim
Gives AI coding agents persistent, evolving knowledge about a codebase, enablin…
— ○ ⏳ — N/A N/A — — —
56430
sanjibani
First MCP server for the auto-dealership vertical. Lets Claude, Cursor, or any …
— ○ ⏳ — — — — — —
56431
IndustryLensOp
Browse IndustryLens's published competitive-intelligence reports and head-to-he…
— ○ ⏳ — — — — — —
56432
aaameobius-crypto
opendaw-mcp Claim
Enables AI agents to control a browser-based digital audio workstation (openDAW…
— ○ ⏳ — — — — — —
56433
RenzoReccio
Enables inspecting database schemas and executing read-only SQL queries on a Po…
— ○ ⏳ — N/A N/A — — —
56434
winccoa-tools-pack
A Model Context Protocol server that bridges AI assistants with WinCC OA projec…
— ○ ⏳ — N/A N/A — — —
56435
jinseok19
mcp Claim
— ○ ⏳ — N/A N/A — 95 —
56436
tcconnally
perseus Claim
Compile-before-context MCP server with 13 tools. Pre-resolves workspace state (…
— ○ ⏳ — — — — — —
56437
online111111
Enables access to 11 free public APIs including weather, country info, NASA dat…
— ○ ⏳ — — — — — —
56438
BlackStar1979
TinyPyMCP Claim
A sandboxed MCP server for agents that provides file read/edit, code intelligen…
— ○ ⏳ — — — — — —
56439
kristianedlund
Connects AI assistants to the Hardcover book library, enabling natural language…
— ○ ⏳ — — — — — —
56440
rifujin123
jira-mcp Claim
Bridges AI assistants with Jira Cloud for issue management, search, comments, w…
— ○ ⏳ — — — — — —
56441
vincentwongso
mt5-mcp Claim
An MCP server that lets an AI agent read your MetaTrader 5 account and place tr…
— ○ ⏳ — N/A N/A — — —
56442
yurukusa
Enables AI agents to query Japanese public data (laws, corporations, statistics…
— ○ ⏳ — — — — — —
56443
OzBlumenfeld
A FastMCP server that exposes tools for news aggregation, financial market data…
— ○ ⏳ — — — — — —
56444
kmjm231
Enables asynchronous task execution and scheduling using RabbitMQ, Celery, and …
— ○ ⏳ — — — — 81 —
56445
seanparsons
filechanger Claim
Convert documents between text formats (markdown, html, and more) via the FileC…
— ○ ⏳ — N/A N/A — — —
56446
sageveterinary
Query Sage Veterinary Imaging's public data including website content, provider…
— ○ ⏳ — — — — — —
56447
kuibin-dev
hsk-mcp Claim
A remote Model Context Protocol (MCP) server that gives AI assistants structure…
— ○ ⏳ — — — — 81 —
56448
Tasktivity
git-receipts Claim
An MCP server that captures the rationale behind code changes at the moment the…
— ○ ⏳ — N/A N/A — — —
56449
pradeepjc
Exposes GitHub Copilot premium request usage as an MCP tool, providing a breakd…
— ○ ⏳ — — — — — —
56450
openprovider
MCP server for Openprovider.com that enables domain management actions such as …
— ○ ⏳ — — — — — —
Showing 56401–56450 of 69135 servers