MCP Server Quality Scores
Independent quality analysis of 69448 public MCP servers
Last updated 12 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 33051 |
One API for public web data across social, directories and real estate, as clea…
|
F 26 3⁄5 | ||||||||
| 33052 |
namemyapp
Claim
Brandable business names with live domain availability + one-click buy URLs.
|
F 26 3⁄5 | ||||||||
| 33053 |
Contio MeetingOS: meetings, transcripts, action items, agendas, calendar, and p…
|
F 26 3⁄5 | ||||||||
| 33054 |
AFAS AI Connect: hosted MCP server for AFAS Profit.
|
F 26 3⁄5 | ||||||||
| 33055 |
Altoviz invoicing app for french small businesses
|
F 26 3⁄5 | ||||||||
| 33056 |
Exact AI Connect: hosted MCP server for Exact Online.
|
F 26 3⁄5 | ||||||||
| 33057 |
Personal todo list that persists across sessions. Create, update, complete, reo…
|
F 26 3⁄5 | ||||||||
| 33058 |
Authoritative JLPT-graded Japanese dataset (kanji, vocab, grammar, history) via…
|
F 26 3⁄5 | ||||||||
| 33059 |
AI product photography: on-brand product shots, images and videos from your Kiv…
|
F 26 3⁄5 | ||||||||
| 33060 |
Western, Vedic, and Chinese astrology calculations, charts, forecasts, and geoc…
|
F 26 3⁄5 | ||||||||
| 33061 |
Connect AI tools to your PostgreSQL with permissions, encryption, and audit tra…
|
F 26 3⁄5 | ||||||||
| 33062 |
LinkedIn outreach, commenting, scheduling, and data via Claude and human approv…
|
F 26 3⁄5 | ||||||||
| 33063 |
Search NYC rentals and sales, property details, building data, and market analy…
|
F 26 3⁄5 | ||||||||
| 33064 |
SEC filings and insider trades in real-time. 10-K, 10-Q, 8-K, Form 4, and compa…
|
F 26 3⁄5 | ||||||||
| 33065 |
Real-time & historical Hyperliquid/Lighter: L4/L2/L3, fills, funding, OI, liqui…
|
F 26 3⁄5 | ||||||||
| 33066 |
App Store Connect operator for AI agents: icons, TestFlight builds, listings, I…
|
F 26 3⁄5 | ||||||||
| 33067 |
Read-only MCP access to authorized Vocci sessions, notes, files, and memory sea…
|
F 26 3⁄5 | ||||||||
| 33068 |
Cloud-hosted MCP server for secure AI access to enterprise data sources via CDa…
|
F 26 3⁄5 | ||||||||
| 33069 |
CX ops: read conversations, calls and QA evaluations from Zendesk, Freshdesk, F…
|
F 26 3⁄5 | ||||||||
| 33070 |
Schedule, publish, and analyze social posts across TikTok, Instagram, YouTube, …
|
F 26 3⁄5 | ||||||||
| 33071 |
Claude-ready DeFi MCP — risk-scored yields, profit sims & whale tracking across…
|
F 26 3⁄5 | ||||||||
| 33072 |
Draft-safe project planning: tasks, dependencies, resources, schedules and cost…
|
F 26 3⁄5 | ||||||||
| 33073 |
Unified gateway exposing 150+ tools across all NexGenData MCP servers via one e…
|
F 26 3⁄5 | ||||||||
| 33074 |
Cash flow forecasting: manage scenarios, projections, and bank accounts for you…
|
F 26 3⁄5 | ||||||||
| 33075 |
Persistent memory shared across Claude, ChatGPT, Grok and other MCP clients.
|
F 26 3⁄5 | ||||||||
| 33076 |
Brazilian business aviation: registry, real owner, flights, base, market, maint…
|
F 26 3⁄5 | ||||||||
| 33077 |
HPC lease economics, datacenter power, debt linkage, and political risk for min…
|
F 26 3⁄5 | ||||||||
| 33078 |
Connect AI Assistant to Fibery — operating system for orgs run by nerds.
|
F 26 3⁄5 | ||||||||
| 33079 |
Schedule, publish and track social posts on nine networks from your AI assistan…
|
F 26 3⁄5 | ||||||||
| 33080 |
GDPR-compliant ApyHub utility APIs hosted in the EU. Requires an EU-generated A…
|
F 26 3⁄5 | ||||||||
| 33081 |
Search Japanese companies, departments and hiring signals; export CSV/XLSX with…
|
F 26 3⁄5 | ||||||||
| 33082 |
Meta Ads MCP server with 47 tools for campaigns, creatives, audiences, and insi…
|
F 26 3⁄5 | ||||||||
| 33083 |
Enrich leads, generate prospect lists, and validate emails using Versium's B2B2…
|
F 26 3⁄5 | ||||||||
| 33084 |
Analyze customer feedback at scale — reviews, surveys, calls. AI-powered themes…
|
F 26 3⁄5 | ||||||||
| 33085 |
Connect AI agents to financial institution origination, analytics, and complian…
|
F 26 3⁄5 | ||||||||
| 33086 |
Search, save, organize, cook, and share recipes with any AI assistant.
|
F 26 3⁄5 | ||||||||
| 33087 |
Query contacts, companies, relationships, and communication metrics from SigPar…
|
F 26 3⁄5 | ||||||||
| 33088 |
MCP observability. Query live traffic, errors, duration, and alerts from your A…
|
F 26 3⁄5 | ||||||||
| 33089 |
Monitor Bluesky for new brand mentions, keywords and account posts. Alerts only…
|
F 26 3⁄5 | ||||||||
| 33090 |
Attrove
Claim
Catch conversations going quiet — watch outcomes and search Gmail, Slack, and m…
|
F 26 3⁄5 | ||||||||
| 33091 |
Generate images, video, music, voice and 3D through one API. 30 tools, 200+ mod…
|
F 26 3⁄5 | ||||||||
| 33092 |
GoMarble MCP API Server
|
F 26 3⁄5 | ||||||||
| 33093 |
Query and audit AppSheet apps in natural language via Knotrik's pre-scanned def…
|
F 26 3⁄5 | ||||||||
| 33094 |
List, read, edit, and deploy your GenMB AI-generated apps from any MCP client.
|
F 26 3⁄5 | ||||||||
| 33095 |
AI-powered financial simulator for entrepreneurs — simulate, analyze, and plan …
|
F 26 3⁄5 | ||||||||
| 33096 |
Federal contracts, FDA recalls, business registrations, Amazon products — B2B i…
|
F 26 3⁄5 | ||||||||
| 33097 |
K-12 school district data for all 50 US states. Enrollment, demographics, and a…
|
F 26 3⁄5 | ||||||||
| 33098 |
Search U.S. case law, fetch opinions, and ask matter-aware legal questions over…
|
F 26 3⁄5 | ||||||||
| 33099 |
Hosted MCP server for AI-driven data ops. Create apps, manage schemas, and CRUD…
|
F 26 3⁄5 | ||||||||
| 33100 |
Provides AI assistants with access to Seltz's powerful Web Search capabilities.
|
F 26 3⁄5 | ||||||||