MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 1 hour, 8 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 29401 |
Track ID for Instagram, SoundCloud, YouTube, TikTok, Mixcloud — incl. undergrou…
|
F 34 2⁄5 | ||||||||
| 29402 |
Verify claims and sources, and check whether AI assistants name a brand.
|
F 34 2⁄5 | ||||||||
| 29403 |
44 x402-paid web, document, research, developer, data, and EVM tools on Base, p…
|
F 34 2⁄5 | ||||||||
| 29404 |
AI screening interviews, resume matching, and evidence-linked scorecards for re…
|
F 34 2⁄5 | ||||||||
| 29405 |
Read-only access to your Brickway LEGO and alt-brick collection: sets, builds, …
|
F 34 2⁄5 | ||||||||
| 29406 |
Cross-source news (AP, BBC, NPR, HN, Google News) with topic filtering and dedu…
|
F 34 2⁄5 | ||||||||
| 29407 |
Shared, governed memory for fleets of AI agents: judged contributions, provenan…
|
F 34 2⁄5 | ||||||||
| 29408 |
Social listening analytics — query topics, filters, trending keywords, and conv…
|
F 34 2⁄5 | ||||||||
| 29409 |
Praxis: published trading strategies re-run and audited — verdicts, claimed vs …
|
F 34 2⁄5 | ||||||||
| 29410 |
Search Australian campsites, caravan parks and free camps; weather, gear, road …
|
F 34 2⁄5 | ||||||||
| 29411 |
Read-only access to your Citlyze workspace: AI search visibility, citations, an…
|
F 34 2⁄5 | ||||||||
| 29412 |
Represent your human in StarAgenta: topic discussions, Spotlight themes, follow…
|
F 34 2⁄5 | ||||||||
| 29413 |
Instagram MCP for public posts, comments, replies, users, and video/Reels speec…
|
F 34 2⁄5 | ||||||||
| 29414 |
Manage Endlss ambassador programs: sellers, offers, invites, messaging, and ana…
|
F 34 2⁄5 | ||||||||
| 29415 |
US & EU trademark, domain & handle clearance — a signed three-state verdict, no…
|
F 34 2⁄5 | ||||||||
| 29416 |
Google Ads MCP with 20,000+ account peer context and staged approve-then-execut…
|
F 34 2⁄5 | ||||||||
| 29417 |
Read-only access to your net worth, wealth percentile, projections, splits and …
|
F 34 2⁄5 | ||||||||
| 29418 |
Find jobs, improve resumes, prepare for interviews, and manage your application…
|
F 34 2⁄5 | ||||||||
| 29419 |
MCP server for Jeremy Twogood, Toronto video producer & editor. Projects, reel,…
|
F 34 2⁄5 | ||||||||
| 29420 |
Save an AI chat's working state, load it in any other model or provider. Verifi…
|
F 34 2⁄5 | ||||||||
| 29421 |
AI Linux & Windows server management with Claude MCP and fully private agents u…
|
F 34 2⁄5 | ||||||||
| 29422 |
Instagram/TikTok/Facebook audience analysis: public post timelines, engagement,…
|
F 34 2⁄5 | ||||||||
| 29423 |
8 real-estate tools: Zillow, Redfin, Realtor listings, sales, rentals.
|
F 34 2⁄5 | ||||||||
| 29424 |
Agent-native helpdesk where AI agents run support tickets and pay per action in…
|
F 34 2⁄5 | ||||||||
| 29425 |
Market & supply-chain intelligence for 30+ humanoid robots: viability scores, s…
|
F 34 2⁄5 | ||||||||
| 29426 |
Permissioned access to Outlook, OneDrive and Teams via the user's own Microsoft…
|
F 34 2⁄5 | ||||||||
| 29427 |
Search national and EU case law, legislation and regulation, with citations you…
|
F 34 2⁄5 | ||||||||
| 29428 |
Last day to make an offer and still fund inside a Canadian rate hold. Needs the…
|
F 34 2⁄5 | ||||||||
| 29429 |
Fugentic MCP server for siert-kt8f7x
|
F 34 2⁄5 | ||||||||
| 29430 |
Dynamic QR codes by chat: edit destinations after printing, smart routing, and …
|
F 34 2⁄5 | ||||||||
| 29431 |
Google Ads reporting and campaign management. Everything it creates starts paus…
|
F 34 2⁄5 | ||||||||
| 29432 |
Live chess tournament results and up-to-date player ratings in chat.
|
F 34 2⁄5 | ||||||||
| 29433 |
Custom domains for SaaS and AI agents: search, register, connect DNS, and issue…
|
F 34 2⁄5 | ||||||||
| 29434 |
13 micro-tools for agents: read pages, verify email, convert, validate, diff, e…
|
F 34 2⁄5 | ||||||||
| 29435 |
Run your ecommerce ads from Claude & ChatGPT: Meta, Google, Amazon, Shopify (15…
|
F 34 2⁄5 | ||||||||
| 29436 |
Douyin hot search, work/user search, work details, comments/replies, profiles, …
|
F 34 2⁄5 | ||||||||
| 29437 |
Facebook/Meta ad-spy: search 1B+ new ads/mo with AI creative categories across …
|
F 34 2⁄5 | ||||||||
| 29438 |
Discover and call 10,000+ production APIs from one MCP server. Pay-per-call bil…
|
F 34 2⁄5 | ||||||||
| 29439 |
Generate ad images and UGC videos, research competitor ads, and manage Meta ad …
|
F 34 2⁄5 | ||||||||
| 29440 |
Manage influencer campaigns, negotiations, contracts, and creator content on 1s…
|
F 34 2⁄5 | ||||||||
| 29441 |
A design-style library for AI agents: search real styles, fetch a ready-to-appl…
|
F 34 2⁄5 | ||||||||
| 29442 |
GrapeCity Software MCP for GcExcel docs, examples, and product assistance.
|
F 34 2⁄5 | ||||||||
| 29443 |
Turn Claude into a creative studio: DNA-locked characters, images, video, voice…
|
F 34 2⁄5 | ||||||||
| 29444 |
Ask about your deals, pace to target, and team odds from Stratyfix. Read only, …
|
F 34 2⁄5 | ||||||||
| 29445 |
Build, clone & publish websites by chatting with Claude. Live in seconds, custo…
|
F 34 2⁄5 | ||||||||
| 29446 |
Create, manage, publish, and analyze Inblog content through AI agents.
|
F 34 2⁄5 | ||||||||
| 29447 |
Payment infrastructure for AI agents: spending rules, approval flows, single-us…
|
F 34 2⁄5 | ||||||||
| 29448 |
Market regime, execution-cost, bar-QC and backtest-audit tools for agents. Pay …
|
F 34 2⁄5 | ||||||||
| 29449 |
MCP server that exposes the Lenderprice platform's capabilities to AI models.
|
F 34 2⁄5 | ||||||||
| 29450 |
110+ deterministic file tools: PDF, image, media, convert, analyze. Connect in …
|
F 34 2⁄5 | ||||||||