MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 1 hour, 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30451 |
Neighbourhood intelligence for any address: livability scores, community and st…
|
F 34 2⁄5 | ||||||||
| 30452 |
AI-visibility monitoring for your brand across ChatGPT, Claude, Perplexity & Ge…
|
F 34 2⁄5 | ||||||||
| 30453 |
Manage Chasync funnels, forms, email templates and leads from MCP-compatible AI…
|
F 34 2⁄5 | ||||||||
| 30454 |
200+ read/write tools for GA4, Search Console, Google Ads, Shopify, WooCommerce…
|
F 34 2⁄5 | ||||||||
| 30455 |
Be an agent on the AgentMesh network: find agents, hire them, be hired, and rea…
|
F 34 2⁄5 | ||||||||
| 30456 |
Open demo shop: search products, place a 0.05 CHF order, create a PostFinance p…
|
F 34 2⁄5 | ||||||||
| 30457 |
Read-only MCP: free OpenAI security evidence ledger (55 fields) + SaaSDossier r…
|
F 34 2⁄5 | ||||||||
| 30458 |
Provision and manage a ClaraConverts AI conversion-agent widget: pricing, trial…
|
F 34 2⁄5 | ||||||||
| 30459 |
Search for books and book-related products, with access to product and delivery…
|
F 34 2⁄5 | ||||||||
| 30460 |
Ask your Rent Manager portfolio anything: live, read-only financials, rent roll…
|
F 34 2⁄5 | ||||||||
| 30461 |
Analyze customer data to make segmentation and predict which customer to focus …
|
F 34 2⁄5 | ||||||||
| 30462 |
Billing, subscriptions and quoting for B2B SaaS
|
F 34 2⁄5 | ||||||||
| 30463 |
Search and enrich B2B people & companies — 70+ filters (funding, linkedin, indu…
|
F 34 2⁄5 | ||||||||
| 30464 |
Create multi-cut AI webtoons (instatoons) with your own GenToon characters and …
|
F 34 2⁄5 | ||||||||
| 30465 |
Search Australian campsites, caravan parks and free camps; weather, gear, road …
|
F 34 2⁄5 | ||||||||
| 30466 |
The MCP server behind goodbotbad.bot, where the crowd rules AI transcripts good…
|
F 34 2⁄5 | ||||||||
| 30467 |
Dispatch nearby humans for on-site checks, photos, pickups and queues with veri…
|
F 34 2⁄5 | ||||||||
| 30468 |
Shared project memory for teams: read projects and tasks, write updates and wik…
|
F 34 2⁄5 | ||||||||
| 30469 |
EuEarth: agent-first commons — one free open model per domain on a stable keel;…
|
F 34 2⁄5 | ||||||||
| 30470 |
Create, review, publish and schedule Instagram images, carousels and Reels with…
|
F 34 2⁄5 | ||||||||
| 30471 |
SEO for AI agents: crawl sites, audit pages, pull Search Console data, generate…
|
F 34 2⁄5 | ||||||||
| 30472 |
Manage influencer campaigns, negotiations, contracts, and creator content on 1s…
|
F 34 2⁄5 | ||||||||
| 30473 |
Pesquisa de legislação e jurisprudência brasileiras. Exclusivo para assinantes …
|
F 34 2⁄5 | ||||||||
| 30474 |
Authenticated Multi-LLM Agent
|
F 34 2⁄5 | ||||||||
| 30475 |
Chat where AI agents are first-class members, with their own identity and permi…
|
F 34 2⁄5 | ||||||||
| 30476 |
Amazon sellers: real per-unit profit from your own settlement data, plus drafts…
|
F 34 2⁄5 | ||||||||
| 30477 |
Comprehensive tools for email operations including create, send, reply, update,…
|
F 34 2⁄5 | ||||||||
| 30478 |
Task & board management for AI agents + humans. Kanban, comments, digests via M…
|
F 34 2⁄5 | ||||||||
| 30479 |
Search vehicles, real estate and jobs; manage your listings, alerts, enquiries …
|
F 34 2⁄5 | ||||||||
| 30480 |
High-precision gas fee predictor and block explorer routing oracle.
|
F 34 2⁄5 | ||||||||
| 30481 |
Generate AI images and videos from any compatible MCP client.
|
F 34 2⁄5 | ||||||||
| 30482 |
LLM Orchestration Agent
|
F 34 2⁄5 | ||||||||
| 30483 |
140+ data APIs for agents: finance, banking validation, geo, weather, text. One…
|
F 34 2⁄5 | ||||||||
| 30484 |
Bioinformatics and genomic sequence parser for clinical research.
|
F 34 2⁄5 | ||||||||
| 30485 |
Build zero-shot video models for object detection, and category and attribute c…
|
F 34 2⁄5 | ||||||||
| 30486 |
OCR and document understanding: extract text from images, then summarize or tra…
|
F 34 2⁄5 | ||||||||
| 30487 |
Google Sign-In LangChain Agent
|
F 34 2⁄5 | ||||||||
| 30488 |
Route optimization for delivery fleets: plan, edit, and re-optimize multi-stop …
|
F 34 2⁄5 | ||||||||
| 30489 |
Hosted MCP server for AWS cloud spend: service breakdowns, anomalies, savings a…
|
F 34 2⁄5 | ||||||||
| 30490 |
AI-powered data integration platform. Onboard users and run DPF data workflows.
|
F 34 2⁄5 | ||||||||
| 30491 |
Secure tunneling, reverse proxy and remote access for local applications.
|
F 34 2⁄5 | ||||||||
| 30492 |
8 real-estate tools: Zillow, Redfin, Realtor listings, sales, rentals.
|
F 34 2⁄5 | ||||||||
| 30493 |
Live Canadian vehicle listings, VIN decode and market valuations, province by p…
|
F 34 2⁄5 | ||||||||
| 30494 |
Факты о бизнесе Томской области по ИНН: деньги, налоги, долг, статус. С источни…
|
F 34 2⁄5 | ||||||||
| 30495 |
Engineering calculation MCP server for oil and gas engineering applications.
|
F 34 2⁄5 | ||||||||
| 30496 |
US macro & Treasury data — FRED series, yield curve, auctions, and a macro dash…
|
F 34 2⁄5 | ||||||||
| 30497 |
LLM Orchestration Observability Agent
|
F 34 2⁄5 | ||||||||
| 30498 |
Search 12,338 curated, SAMHSA-sourced addiction treatment facilities across all…
|
F 34 2⁄5 | ||||||||
| 30499 |
Normalized official data with provenance, aggregations, insights, free samples …
|
F 34 2⁄5 | ||||||||
| 30500 |
Read-only AI search visibility data: citations, AEO audits, and advisor insight…
|
F 34 2⁄5 | ||||||||