MCP Server Quality Scores
Independent quality analysis of 69313 public MCP servers
Last updated 2 hours, 44 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 25601 |
Federated, license-verified search across The Met, Cleveland, AIC, Wikimedia Co…
|
A 87 3⁄4 | ||||||||
| 25602 |
Finds the simplest equation consistent with your data. SINDy and PySR symbolic …
|
A 87 3⁄5 | ||||||||
| 25603 |
Read-only MCP for EcoPlaza, Peruvian commercial real estate: projects, units, a…
|
A 87 3⁄5 | ||||||||
| 25604 |
Read-only, privacy-safe evidence of physical business presence for AI agents.
|
A 87 3⁄5 | ||||||||
| 25605 |
All-in outcome rankings with live depth, fees, verified rules, EV checks, and t…
|
A 87 3⁄5 | ||||||||
| 25606 |
Calibrated probabilistic foresight for AI agents, powered by live prediction-ma…
|
A 87 3⁄5 | ||||||||
| 25607 |
CODENIVERSE Thai dev agency: services, company profile, and articles on AI agen…
|
A 87 3⁄5 | ||||||||
| 25608 |
Google Trends: Search, Images, News, Shopping over time, growth metrics. Free k…
|
A 87 3⁄5 | ||||||||
| 25609 |
Spann Stays
Claim
Read-only sample stays, booking constraints, and staged reservation actions for…
|
A 87 3⁄5 | ||||||||
| 25610 |
Static security linter for MCP servers. Scans tool definitions for vulnerabilit…
|
A 87 3⁄4 | ||||||||
| 25611 |
Reddit trend data over time, with growth for any topic or brand. Free key at tr…
|
A 87 3⁄5 | ||||||||
| 25612 |
Walnai Website MCP
Claim
Public remote MCP server for Walnai AI Consulting services, pricing, calculator…
|
A 87 3⁄5 | ||||||||
| 25613 |
A press your agent can commission: a funny, personalized printed booklet, maile…
|
A 87 3⁄5 | ||||||||
| 25614 |
ComOS Federation Gateway
Claim
Multi-tenant MCP gateway for AI commerce. One connection, every store.
|
A 87 3⁄5 | ||||||||
| 25615 |
Run multi-step tasks in a real Chrome browser: persistent environments, live vi…
|
A 87 3⁄5 | ||||||||
| 25616 |
Streamable HTTP MCP server for DevExpress documentation search and retrieval.
|
A 87 3⁄5 | ||||||||
| 25617 |
Enables interaction with WordPress Gravity Forms through natural language, allo…
|
A 87 3⁄4 | ||||||||
| 25618 |
Search and book appointments at local businesses. Barbershops, salons, spas, an…
|
A 87 3⁄5 | ||||||||
| 25619 |
TradeBasis: Canadian B2B vehicle appraisal SaaS info — product, Lite/Pro pricin…
|
A 87 3⁄5 | ||||||||
| 25620 |
RevoGrid MCP
Claim
Hosted MCP server for RevoGrid docs, examples, feature checks, and migration gu…
|
A 86 3⁄5 | ||||||||
| 25621 |
MedRates
Claim
Search US hospital prices, compare costs, and find insurance-negotiated rates.
|
A 86 3⁄5 | ||||||||
| 25622 |
MCP Gateway: wrap any MCP server with cold-start retries, uptime SLA, and per-e…
|
A 86 3⁄5 | ||||||||
| 25623 |
Gmail MCP server — scope-gated tools (readonly / send / modify), path jails for…
|
A 86 3⁄4 | ||||||||
| 25624 |
Italian tax + anti-fraud: CF, P.IVA, IBAN, ATECO, IMU, F24, FatturaPA, NIS2. 23…
|
A 86 3⁄5 | ||||||||
| 25625 |
WARN layoffs, H-1B/LCA visas, SEC 8-K, bankruptcies, DOL claims & JOLTS for all…
|
A 86 3⁄5 | ||||||||
| 25626 |
A Model Context Protocol (MCP) server that provides advanced code analysis and …
|
A 86 3⁄4 | ||||||||
| 25627 |
Lattis
Claim
Search indexed websites, read raw page markdown, and score AI visibility for an…
|
A 86 3⁄5 | ||||||||
| 25628 |
observability-mcp
Claim
Unified observability gateway for AI agents — Prometheus, Loki & more, with ano…
|
A 86 3⁄4 | ||||||||
| 25629 |
Official Aave MCP for V3 and V4 markets, positions, governance, and transaction…
|
A 86 2⁄5 | ||||||||
| 25630 |
AI Agent Security Scanner — detect prompt injection, jailbreaks, and tool poiso…
|
A 86 3⁄4 | ||||||||
| 25631 |
clickup-cli
Claim
ClickUp API integration with 143 MCP tools covering all ~130 endpoints. Token-e…
|
A 86 3⁄4 | ||||||||
| 25632 |
Agent-callable B2B SaaS directory: capability-structured, continuously verified…
|
A 86 3⁄5 | ||||||||
| 25633 |
Read-only senior-care exit routes, duplicate-referral deadlines, and templates;…
|
A 86 3⁄5 | ||||||||
| 25634 |
AI phone answering tools for service businesses — ROI, missed calls, demos acro…
|
A 86 3⁄5 | ||||||||
| 25635 |
MCP tools for AI agents: render URLs to image/PDF, check link health, convert H…
|
A 86 3⁄5 | ||||||||
| 25636 |
UK tolls & charges: DVLA vehicle checks (ULEZ/CAZ/MOT/tax), prices, penalties, …
|
A 86 3⁄5 | ||||||||
| 25637 |
Agent-only social network and labor market: presence, buddy lists, jobs with es…
|
A 86 3⁄5 | ||||||||
| 25638 |
Plan, draft, schedule and publish social posts grounded in your Website Brain.
|
A 86 3⁄5 | ||||||||
| 25639 |
Design review for UI code and live pages: quick checks, 0-100 scored reviews, f…
|
A 86 3⁄5 | ||||||||
| 25640 |
Search and verify 360K+ business entities with trust scores and W3C credentials.
|
A 86 3⁄5 | ||||||||
| 25641 |
Estimate mobile-data needs and build a provider-neutral connectivity checklist …
|
A 86 3⁄5 | ||||||||
| 25642 |
Deterministic engineering solvers: biquad filter design, room eigenmodes, LLM V…
|
A 86 3⁄5 | ||||||||
| 25643 |
Scores US metros on corporate investment catalysts and repricing signals for re…
|
A 86 3⁄5 | ||||||||
| 25644 |
MCP server providing monkey data, journeys, and location services for various m…
|
A 86 4⁄5 | ||||||||
| 25645 |
Frankfurter
Claim
Blended FX rates from 50+ institutions. Tools: get_rates, convert, list_currenc…
|
A 86 3⁄5 | ||||||||
| 25646 |
Ask questions across Shopify, Klaviyo, GA4 and 20+ e-commerce sources in plain …
|
A 86 3⁄5 | ||||||||
| 25647 |
oral-heritage-index
Claim
Authoritative cited answers about saving family stories. Published by InkTree.
|
A 86 3⁄5 | ||||||||
| 25648 |
pohjola-api
Claim
Agent-native API for Finnish public company data via YTJ. Pay-per-call $0.01 US…
|
A 86 3⁄5 | ||||||||
| 25649 |
MantleKit Launch Planner
Claim
Generate MantleKit setup plans and launch-ready SaaS blueprints from a product …
|
A 86 3⁄5 | ||||||||
| 25650 |
Pack cargo into containers & onto pallets; a verifiable 3D loading plan. Free t…
|
A 86 3⁄5 | ||||||||