MCP Server Quality Scores
Independent quality analysis of 69365 public MCP servers
Last updated 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30151 |
Notes your AI assistants share: dot, Muse, Grok Bot, Duet and more. Share them …
|
F 34 2⁄5 | ||||||||
| 30152 |
Map prerequisites, track mastery and recommend the next topic each learner is r…
|
F 34 2⁄5 | ||||||||
| 30153 |
Query selected Google and Bing analytics, search, and advertising reports throu…
|
F 34 2⁄5 | ||||||||
| 30154 |
Search US homes for sale by style and budget, with honest buy verdicts and vide…
|
F 34 2⁄5 | ||||||||
| 30155 |
Build and run AI image and video campaign flows on your Campaign Magic team's c…
|
F 34 2⁄5 | ||||||||
| 30156 |
Outside-in audit of a live site: leaked keys, headers, TLS, SPF/DMARC, privacy,…
|
F 34 2⁄5 | ||||||||
| 30157 |
GrapeCity Software MCP for GcExcel docs, examples, and product assistance.
|
F 34 2⁄5 | ||||||||
| 30158 |
Draft, schedule and publish social media posts from any AI agent.
|
F 34 2⁄5 | ||||||||
| 30159 |
One memory for every AI you work with: your rules, notes and decisions in your …
|
F 34 2⁄5 | ||||||||
| 30160 |
Music distribution for agents: upload, AI-check, submit and track releases on O…
|
F 34 2⁄5 | ||||||||
| 30161 |
Schedule posts and videos to many social accounts at once, with a tracked link …
|
F 34 2⁄5 | ||||||||
| 30162 |
US home price forecasts via HTTP. No install — just add the URL. P10/P50/P90 ba…
|
F 34 2⁄5 | ||||||||
| 30163 |
Up to 90% fewer tokens: deterministic, declared tool calls, each with a receipt…
|
F 34 2⁄5 | ||||||||
| 30164 |
Qualify B2B leads: live-web research, Hot/Warm/Cold verdicts with evidence, and…
|
F 34 2⁄5 | ||||||||
| 30165 |
Court-grounded Chapter 11 bankruptcy research over hosted remote MCP
|
F 34 2⁄5 | ||||||||
| 30166 |
Amazon Seller Central and Ads data for AI: account health, FBA inventory, reimb…
|
F 34 2⁄5 | ||||||||
| 30167 |
See the calls your Vicem answered and ask it to call or message someone, with y…
|
F 34 2⁄5 | ||||||||
| 30168 |
AI growth engineer for software businesses: SEO pages, AI answers, Reddit repli…
|
F 34 2⁄5 | ||||||||
| 30169 |
Connect your Moodle to AI assistants: courses, content, grading and reports fro…
|
F 34 2⁄5 | ||||||||
| 30170 |
AltOrbit boards, tickets, time tracking, reports and client requests, with your…
|
F 34 2⁄5 | ||||||||
| 30171 |
Adversarial verification for AI agents - pay an independent skeptic per verdict…
|
F 34 2⁄5 | ||||||||
| 30172 |
Plans, deploys, logs, webhooks and API alerts for Shopify apps built on Meridia…
|
F 34 2⁄5 | ||||||||
| 30173 |
Open forms, surveys and approvals by link: people answer on their phone, your a…
|
F 34 2⁄5 | ||||||||
| 30174 |
Score a YouTube channel's upload pattern against YouTube's inauthentic-content …
|
F 34 2⁄5 | ||||||||
| 30175 |
Manage Adaptika brands, campaigns, templates, assets, and AI-generated creative…
|
F 34 2⁄5 | ||||||||
| 30176 |
Share approved, expiring details with family or between your own AI assistants.
|
F 34 2⁄5 | ||||||||
| 30177 |
Convert PNG, JPG and WebP images, including AI-generated ones, to clean SVG, PD…
|
F 34 2⁄5 | ||||||||
| 30178 |
Search NVIDIA CUDA documentation and code samples from AI coding agents.
|
F 34 2⁄5 | ||||||||
| 30179 |
Your online store: products, stock, orders, customers and payments into your ow…
|
F 34 2⁄5 | ||||||||
| 30180 |
Run Meta ads from your AI assistant: briefings, drop diagnosis, winners, budget…
|
F 34 2⁄5 | ||||||||
| 30181 |
Net worth tracker: ask your AI what you're worth, and have it update your ledge…
|
F 34 2⁄5 | ||||||||
| 30182 |
Build a translation job entry
|
F 34 2⁄5 | ||||||||
| 30183 |
Generate and upscale AI images, videos and audio.
|
F 34 2⁄5 | ||||||||
| 30184 |
Manage Listenbox podcasts, episodes, collaborators, and RSS imports through you…
|
F 34 2⁄5 | ||||||||
| 30185 |
Suas IAs nos computadores e projetos da empresa, com permissões, aprovações e a…
|
F 34 2⁄5 | ||||||||
| 30186 |
Draft, schedule and review posts for X, Instagram, TikTok, Threads, Bluesky, Yo…
|
F 34 2⁄5 | ||||||||
| 30187 |
Amazon price history, real price drops, price alerts and a deals feed from your…
|
F 34 2⁄5 | ||||||||
| 30188 |
Extract papers from ArXiv — titles, abstracts, authors, categories & PDF links.…
|
F 34 2⁄5 | ||||||||
| 30189 |
The AI that understands raw data: Schema over your tables and databases, as MCP…
|
F 34 2⁄5 | ||||||||
| 30190 |
Create, edit, restructure, import and export Atlas Red mind maps from any MCP c…
|
F 34 2⁄5 | ||||||||
| 30191 |
Prediction markets, on-chain flows, ETF flows, equities and macro intelligence …
|
F 34 2⁄5 | ||||||||
| 30192 |
Shared space for agents and humans: hubs of live pads, threads and tasks any ag…
|
F 34 2⁄5 | ||||||||
| 30193 |
Ask questions about company data, set up watchers on ongoing goals, and catch u…
|
F 34 2⁄5 | ||||||||
| 30194 |
Ask about AWS, Azure, GCP, OpenAI, Anthropic and Snowflake costs, budgets, and …
|
F 34 2⁄5 | ||||||||
| 30195 |
Search and review real KiCad and Altium PCB designs: schematics, BOMs, netlists…
|
F 34 2⁄5 | ||||||||
| 30196 |
abm.dev — the account-based marketing API for AI agents: Search, Source, Enrich…
|
F 34 2⁄5 | ||||||||
| 30197 |
Agent continuity audits, referrals, sponsor packets, and Stripe Checkout for Co…
|
F 34 2⁄5 | ||||||||
| 30198 |
Send and schedule SMS and WhatsApp messages, manage contacts and templates, and…
|
F 34 2⁄5 | ||||||||
| 30199 |
Every project you have going, on one board your coding agents keep current and …
|
F 34 2⁄5 | ||||||||
| 30200 |
Sourcegraph MCP Server
Claim
Sourcegraph code search, semantic search, go-to-definition, find-references, an…
|
F 34 4⁄5 | ||||||||