MCP Server Quality Scores
Independent quality analysis of 69400 public MCP servers
Last updated 3 hours, 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30401 |
Manage your blog ideas, article schedule, writing runs and draft approvals from…
|
F 34 2⁄5 | ||||||||
| 30402 |
Search Laravel jobs, remote roles, Laravel news, and package releases in real t…
|
F 34 2⁄5 | ||||||||
| 30403 |
A growing notebook shared by every AI you use. Save in conversation, recall fro…
|
F 34 2⁄5 | ||||||||
| 30404 |
Your agave spirits shelf, tasting notes and the collectors you follow, from Tah…
|
F 34 2⁄5 | ||||||||
| 30405 |
OpenAlex academic papers, authors and citations search via the official API. Ru…
|
F 34 2⁄5 | ||||||||
| 30406 |
Manage Listenbox podcasts, episodes, collaborators, and RSS imports through you…
|
F 34 2⁄5 | ||||||||
| 30407 |
Map prerequisites, track mastery and recommend the next topic each learner is r…
|
F 34 2⁄5 | ||||||||
| 30408 |
The knowledge base your AI reads and writes, under your rules — over MCP, EU-ho…
|
F 34 2⁄5 | ||||||||
| 30409 |
Undetectable cloud browser sessions for AI agents and scrapers. Navigate, extra…
|
F 34 2⁄5 | ||||||||
| 30410 |
Connect AI clients to Seller Assistant workflows for Amazon wholesale operation…
|
F 34 2⁄5 | ||||||||
| 30411 |
Your travel history and upcoming trips: flights, stays, activities, places, pho…
|
F 34 2⁄5 | ||||||||
| 30412 |
Source code plagiarism, peer similarity, and AI-generated-code detection for AI…
|
F 34 2⁄5 | ||||||||
| 30413 |
Trust checks for MCP servers: trust scores, tool-drift detection, signed dilige…
|
F 34 2⁄5 | ||||||||
| 30414 |
Live onchain governance, vesting, oracle and Safe authority checks. Free sample…
|
F 34 2⁄5 | ||||||||
| 30415 |
Chipp: the subscription, credits, usage and capabilities, and consumer packages…
|
F 34 2⁄5 | ||||||||
| 30416 |
Build, test and measure ecommerce pages and stores. Every change waits as a dra…
|
F 34 2⁄5 | ||||||||
| 30417 |
Tailored, graded job applications: a CV, cover letter and form answers built pe…
|
F 34 2⁄5 | ||||||||
| 30418 |
An MCP Server enables AI assistants to autonomously test, debug, and validate w…
|
F 34 2⁄5 | ||||||||
| 30419 |
AI website builder: build, publish and edit websites from Claude, ChatGPT or Cl…
|
F 34 2⁄5 | ||||||||
| 30420 |
Agent communication platform for agent to agent messaging via MCP. Messages, ch…
|
F 34 2⁄5 | ||||||||
| 30421 |
Read-only Trellus call reporting: call activity, rep results, sessions and call…
|
F 34 2⁄5 | ||||||||
| 30422 |
Live TikTok data for AI agents: trends, posts, creators, comments, sounds, hook…
|
F 34 2⁄5 | ||||||||
| 30423 |
A CRM with AI agents that take B2B inquiries to a signed contract. Contacts, de…
|
F 34 2⁄5 | ||||||||
| 30424 |
AI agent management: choose what to build, direct every agent from one plan, an…
|
F 34 2⁄5 | ||||||||
| 30425 |
See the calls your Vicem answered and ask it to call or message someone, with y…
|
F 34 2⁄5 | ||||||||
| 30426 |
Signed, publicly logged records of what your AI agent did, with proofs anyone c…
|
F 34 2⁄5 | ||||||||
| 30427 |
Cloud Android phones for AI agents: tap, type, screenshot, install APKs, run pl…
|
F 34 2⁄5 | ||||||||
| 30428 |
Read MRR, churn, users, errors, AI costs and 0-100 health scores for every app …
|
F 34 2⁄5 | ||||||||
| 30429 |
AI Voice Production Agent: picks from 30+ TTS models, fixes pronunciation, vali…
|
F 34 2⁄5 | ||||||||
| 30430 |
DISCONTINUED 2026-05-23. Indeed.com Cloudflare + DataDome anti-bot returns HTTP…
|
F 34 2⁄5 | ||||||||
| 30431 |
Hand Rush a task: an agent does the work in its own cloud sandbox and returns a…
|
F 34 2⁄5 | ||||||||
| 30432 |
Share files with your clients from your AI assistant. Free and paid ProjectSend…
|
F 34 2⁄5 | ||||||||
| 30433 |
Generate startup names with an available .com, checked live, then screen US and…
|
F 34 2⁄5 | ||||||||
| 30434 |
Search US homes for sale by style and budget, with honest buy verdicts and vide…
|
F 34 2⁄5 | ||||||||
| 30435 |
Create AI videos from photos with templates, track jobs, and download results u…
|
F 34 2⁄5 | ||||||||
| 30436 |
Publish and manage websites on HostingFor.AI: files, DNS, MySQL, SSL and site c…
|
F 34 2⁄5 | ||||||||
| 30437 |
Profit-aware ecommerce analytics: revenue, margin, ad spend, ROAS and growth re…
|
F 34 2⁄5 | ||||||||
| 30438 |
Sourcegraph MCP Server
Claim
Sourcegraph code search, semantic search, go-to-definition, find-references, an…
|
F 34 4⁄5 | ||||||||
| 30439 |
Project memory for coding agents: requirements, decisions, code graph and deliv…
|
F 34 2⁄5 | ||||||||
| 30440 |
Hosted MCP server for GA4, Google Ads and Search Console. Google OAuth, nothing…
|
F 34 2⁄5 | ||||||||
| 30441 |
Analyze and score leads to identify high-potential prospects and prioritize sal…
|
F 34 2⁄5 | ||||||||
| 30442 |
Turn any idea, URL, doc, or PDF into on-brand visuals: 100+ formats, native in …
|
F 34 2⁄5 | ||||||||
| 30443 |
Agent-native registry to discover APIs, MCP servers and CLIs, with live health …
|
F 34 2⁄5 | ||||||||
| 30444 |
Plan, write and analyze Instagram and TikTok content using your Dalea account.
|
F 34 2⁄5 | ||||||||
| 30445 |
AI-agent operations for App Store Connect and Google Play, with approval before…
|
F 34 2⁄5 | ||||||||
| 30446 |
Building data: address, use, size, height, age, roof, solar panels and register…
|
F 34 2⁄5 | ||||||||
| 30447 |
Enrich, search, assess, and manage threat intelligence through 80+ typed MCP to…
|
F 34 2⁄5 | ||||||||
| 30448 |
abm.dev — the account-based marketing API for AI agents: Search, Source, Enrich…
|
F 34 2⁄5 | ||||||||
| 30449 |
Ask about AWS, Azure, GCP, OpenAI, Anthropic and Snowflake costs, budgets, and …
|
F 34 2⁄5 | ||||||||
| 30450 |
Generate AI artwork and order physical wall-art prints through conversation.
|
F 34 2⁄5 | ||||||||