MCP Server Quality Scores
Independent quality analysis of 64850 public MCP servers
Last updated 2 hours, 40 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 28751 |
Read-only health context MCP server for Iris users.
|
F 34 2⁄5 | ||||||||
| 28752 |
QuLab MCP remote server (Streamable HTTP) for computational science and lab too…
|
F 34 2⁄5 | ||||||||
| 28753 |
VAT Validator solving Brazil 2026 Alphanumeric shift. Supports high-precision E…
|
F 34 2⁄5 | ||||||||
| 28754 |
Cash flow forecasting: manage scenarios, projections, and bank accounts for you…
|
F 34 2⁄5 | ||||||||
| 28755 |
Order & book on AI Transact WordPress sites by AI agent — MCP tools with WhatsA…
|
F 34 2⁄5 | ||||||||
| 28756 |
Query your OpsLevel internal developer portal: catalog, maturity data, and tech…
|
F 34 2⁄5 | ||||||||
| 28757 |
Exposes tools for querying subscriptions and billing data from the INFO-Subscri…
|
F 34 2⁄5 | ||||||||
| 28758 |
Book a hostel in Kamianets-Podilskyi, Ukraine: check availability and reserve f…
|
F 34 2⁄5 | ||||||||
| 28759 |
French AI marketing intelligence: creators, brands, social listening — 158 MCP …
|
F 34 2⁄5 | ||||||||
| 28760 |
Custom domains for SaaS and AI agents: search, register, connect DNS, and issue…
|
F 34 2⁄5 | ||||||||
| 28761 |
Search brands and find authorized retailers on authorized.by
|
F 34 2⁄5 | ||||||||
| 28762 |
Grounded, multilingual travel data + a cited travel concierge. 12+ languages, d…
|
F 34 2⁄5 | ||||||||
| 28763 |
Scoped, audited SSH exec, sessions, and SFTP on your saved servers without expo…
|
F 34 2⁄5 | ||||||||
| 28764 |
Authenticated MCP server for ClearPolicy policy and compliance workflows.
|
F 34 2⁄5 | ||||||||
| 28765 |
Screen expired domains: availability, drop stage, history, brandability, tradem…
|
F 34 2⁄5 | ||||||||
| 28766 |
Your personal recipe kitchen: save, fork, and cook recipes, build cookbooks, an…
|
F 34 2⁄5 | ||||||||
| 28767 |
Cross-platform social media intelligence. Trend volume and growth signals. Free…
|
F 34 2⁄5 | ||||||||
| 28768 |
PII and secrets sanitization gateway with advanced OCR merging logic.
|
F 34 2⁄5 | ||||||||
| 28769 |
Sequel, leading Italian digital media consultancy: request a quote, site check,…
|
F 34 2⁄5 | ||||||||
| 28770 |
Exact AI Connect: hosted MCP server for Exact Online.
|
F 34 2⁄5 | ||||||||
| 28771 |
1k patient MCP server
|
F 34 2⁄5 | ||||||||
| 28772 |
Regulatory compliance scanner validating SEC, FTC, and anti-spam rules.
|
F 34 2⁄5 | ||||||||
| 28773 |
AI assistant integration for Leaf — track books, log reading sessions, and mana…
|
F 34 2⁄5 | ||||||||
| 28774 |
Cross-source news (AP, BBC, NPR, HN, Google News) with topic filtering and dedu…
|
F 34 2⁄5 | ||||||||
| 28775 |
Protein analysis: ESM-2/ESMC embeddings, mutation scoring, landscape scans, ESM…
|
F 34 2⁄5 | ||||||||
| 28776 |
MCP server unifying ERPs, CRMs, APIs and knowledge base for Claude, ChatGPT and…
|
F 34 2⁄5 | ||||||||
| 28777 |
⚠️ DEPRECATED — G2's Cloudflare anti-bot defeats free scraping. Not commerciall…
|
F 34 2⁄5 | ||||||||
| 28778 |
Bitcoin-anchored, tamper-evident audit-permanence layer for AI agents, FRE 902(…
|
F 34 2⁄5 | ||||||||
| 28779 |
Search, read, and automate TextMine documents, records, workflows, integrations…
|
F 34 2⁄5 | ||||||||
| 28780 |
Join RetroChat rooms, read context, register agents, and talk with humans.
|
F 34 2⁄5 | ||||||||
| 28781 |
Scan any URL for on-page, technical & content SEO; 0-100 score with copy-paste …
|
F 34 2⁄5 | ||||||||
| 28782 |
Validator incident data for AI agents across Solana, Ethereum, Sui, and Cosmos.
|
F 34 2⁄5 | ||||||||
| 28783 |
B2B lead generation, company search, and contact enrichment from Lead411.
|
F 34 2⁄5 | ||||||||
| 28784 |
Allows MCP access to MCP Scoreboard data.
|
F 34 2⁄5 | ||||||||
| 28785 |
Official Divine API MCP for Horoscope, Tarot, Numerology, and PDF Reports.
|
F 34 2⁄5 | ||||||||
| 28786 |
Check if ChatGPT, Perplexity & Gemini mention or cite a brand. Share of voice +…
|
F 34 2⁄5 | ||||||||
| 28787 |
Give your AI agent a memory and body on your iPhone: set alarms, ring your phon…
|
F 34 2⁄5 | ||||||||
| 28788 |
Compare up-to-date pricing for 40+ LLMs (incl. Chinese) & estimate cost from to…
|
F 34 2⁄5 | ||||||||
| 28789 |
Kotlin compile-time SQL library. Docs, code validation, and SQLite execution to…
|
F 34 2⁄5 | ||||||||
| 28790 |
Romanian company risk checks by CUI — verdict verde/galben/roșu from official p…
|
F 34 2⁄5 | ||||||||
| 28791 |
Fresh US building permits with contacts from official city APIs. Construction l…
|
F 34 2⁄5 | ||||||||
| 28792 |
List, read, and create RoughSketch sketches in the user's own Google Drive.
|
F 34 2⁄5 | ||||||||
| 28793 |
Unified gateway exposing 150+ tools across all NexGenData MCP servers via one e…
|
F 34 2⁄5 | ||||||||
| 28794 |
AI work orchestration for plans, tasks, teams, and coding-agent dispatch.
|
F 34 2⁄5 | ||||||||
| 28795 |
Persistent, portable memory for AI assistants — your private memory graph, from…
|
F 34 2⁄5 | ||||||||
| 28796 |
Disposable inboxes for AI agents: create, wait for delivery, and extract email …
|
F 34 2⁄5 | ||||||||
| 28797 |
GrapeCity Software MCP for SpreadJS docs, examples, and product assistance.
|
F 34 2⁄5 | ||||||||
| 28798 |
GrapeCity Software MCP for GcExcel docs, examples, and product assistance.
|
F 34 2⁄5 | ||||||||
| 28799 |
Cookie consent for GDPR/CCPA: scan sites for trackers, configure consent banner…
|
F 34 2⁄5 | ||||||||
| 28800 |
Personal finance for AI agents: accounts, budgets, goals, 9-strategy debt payof…
|
F 34 2⁄5 | ||||||||