MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 2 hours, 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30001 |
Build, remix, and run apps with agents on Robutler. Search, delegate, post, cha…
|
F 34 2⁄5 | ||||||||
| 30002 |
Private cross-media memory for AI assistants: recommendations, progress and con…
|
F 34 2⁄5 | ||||||||
| 30003 |
Custom domains for SaaS and AI agents: search, register, connect DNS, and issue…
|
F 34 2⁄5 | ||||||||
| 30004 |
CX ops: read conversations, calls and QA evaluations from Zendesk, Freshdesk, F…
|
F 34 2⁄5 | ||||||||
| 30005 |
140+ data APIs for agents: finance, banking validation, geo, weather, text. One…
|
F 34 2⁄5 | ||||||||
| 30006 |
8 social listening tools over one MCP endpoint: Reddit, X, Threads, YouTube, Go…
|
F 34 2⁄5 | ||||||||
| 30007 |
Create and publish static websites, configure forms, and read leads through Dep…
|
F 34 2⁄5 | ||||||||
| 30008 |
Automate any website: discover, run and create browser scripts that work behind…
|
F 34 2⁄5 | ||||||||
| 30009 |
AI video, image, text and audio tools from your vuela.ai account
|
F 34 2⁄5 | ||||||||
| 30010 |
Read-only access to Namesake's baby name catalog: meaning, origin, pronunciatio…
|
F 34 2⁄5 | ||||||||
| 30011 |
LangSmith-Traced LLM Orchestration Agent
|
F 34 2⁄5 | ||||||||
| 30012 |
Programmatic control of the Hiro security platform: scans, tasks, plans, and ap…
|
F 34 2⁄5 | ||||||||
| 30013 |
MinIO + Postgres + Redis Stack Generator
|
F 34 2⁄5 | ||||||||
| 30014 |
Redis + MinIO + Postgres Stack Generator
|
F 34 2⁄5 | ||||||||
| 30015 |
Run 70+ AI models and 50+ tools on CNAPS Studio in natural language — Claude, n…
|
F 34 2⁄5 | ||||||||
| 30016 |
LLM Orchestration Agent (Openai)
|
F 34 2⁄5 | ||||||||
| 30017 |
Transcribe, subtitle and dub videos into 100+ languages, and translate text.
|
F 34 2⁄5 | ||||||||
| 30018 |
Create branded vertical video ads from ecommerce product URLs or product photos.
|
F 34 2⁄5 | ||||||||
| 30019 |
Social media APIs for scheduling, analytics, and DM automation.
|
F 34 2⁄5 | ||||||||
| 30020 |
AI agent infrastructure for discovery, authorization, execution, identity, and …
|
F 34 2⁄5 | ||||||||
| 30021 |
Authenticated Multi-LLM Agent
|
F 34 2⁄5 | ||||||||
| 30022 |
AI-powered corporate learning platform — manage courses, users, and insights vi…
|
F 34 2⁄5 | ||||||||
| 30023 |
Regulated-firm intelligence for FCA and SEC search, enrichment, relationships a…
|
F 34 2⁄5 | ||||||||
| 30024 |
110+ deterministic file tools: PDF, image, media, convert, analyze. Connect in …
|
F 34 2⁄5 | ||||||||
| 30025 |
Homeowner's AI: view & update appliances, warranties, documents & maintenance f…
|
F 34 2⁄5 | ||||||||
| 30026 |
Manage product translations from Claude and ship reviewed changes as GitHub pul…
|
F 34 2⁄5 | ||||||||
| 30027 |
Actwise Ideation helps founders benchmark startup and product ideas before they…
|
F 34 2⁄5 | ||||||||
| 30028 |
Split affiliate platform: creators earn on product links, brands run creator ca…
|
F 34 2⁄5 | ||||||||
| 30029 |
List WaterrAI scenarios, fetch AI-run meetings, and pull rubric-scored analyses.
|
F 34 2⁄5 | ||||||||
| 30030 |
Manage Chasync funnels, forms, email templates and leads from MCP-compatible AI…
|
F 34 2⁄5 | ||||||||
| 30031 |
Third-party signed reads of how an AI agent behaved: drift, vows, and the town …
|
F 34 2⁄5 | ||||||||
| 30032 |
Task management your AI agents can actually run. One line becomes a context-rea…
|
F 34 2⁄5 | ||||||||
| 30033 |
Comprehensive tools for email operations including create, send, reply, update,…
|
F 34 2⁄5 | ||||||||
| 30034 |
All-in-one Shopify SEO. Rank on Google and in AI search. Find what's broken and…
|
F 34 2⁄5 | ||||||||
| 30035 |
Bank-scoped TBPI analytics for community bank executives. Perlucem account requ…
|
F 34 2⁄5 | ||||||||
| 30036 |
Create and run A/B tests, patches, split tests and feature flags on your website
|
F 34 2⁄5 | ||||||||
| 30037 |
Read and write shared BitsWeave context, projects, tasks, and work sessions thr…
|
F 34 2⁄5 | ||||||||
| 30038 |
Cross-platform social media intelligence. Trend volume and growth signals. Free…
|
F 34 2⁄5 | ||||||||
| 30039 |
Score a subscription flow against US click-to-cancel / auto-renewal laws.
|
F 34 2⁄5 | ||||||||
| 30040 |
Plan journeys by train, bus, tram, metro and ferry across 42 European countries.
|
F 34 2⁄5 | ||||||||
| 30041 |
Pilotez un site SPIP depuis Claude ou ChatGPT : rubriques, articles, médias, FA…
|
F 34 2⁄5 | ||||||||
| 30042 |
Verify a vuln report's file/line/function claims against a real GitHub repo.
|
F 34 2⁄5 | ||||||||
| 30043 |
The AI orchestration agent for modern software teams.
|
F 34 2⁄5 | ||||||||
| 30044 |
LLM Orchestration Agent (Mcp)
|
F 34 2⁄5 | ||||||||
| 30045 |
Search and manage Paraguay & LatAm real estate from any AI assistant.
|
F 34 2⁄5 | ||||||||
| 30046 |
Secure tunneling, reverse proxy and remote access for local applications.
|
F 34 2⁄5 | ||||||||
| 30047 |
Continue Finnish reading and practise saved words from an authenticated Lukija …
|
F 34 2⁄5 | ||||||||
| 30048 |
Explore and query your data warehouse through Myriade's AI data analyst agent.
|
F 34 2⁄5 | ||||||||
| 30049 |
Traced Claude Format Guard
|
F 34 2⁄5 | ||||||||
| 30050 |
Manage customer feedback, roadmap, changelog, and surveys in your Sleekplan wor…
|
F 34 2⁄5 | ||||||||