MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 42 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 31101 |
Personal finance for AI agents: accounts, budgets, goals, 9-strategy debt payof…
|
F 26 3⁄5 | ||||||||
| 31102 |
Connect your Zotero reference library to AI assistants via Model Context Protoc…
|
F 26 3⁄5 | ||||||||
| 31103 |
SQLite databases on the edge. Create per-agent databases, run SQL, branch schem…
|
F 26 3⁄5 | ||||||||
| 31104 |
dobby
Claim
Connect, monitor, and control AI agents — tasks, approvals, schedules, and gove…
|
F 26 3⁄5 | ||||||||
| 31105 |
Inventory, restock planning, and sales analytics for your Amazon FBA business.
|
F 26 3⁄5 | ||||||||
| 31106 |
Query your trade show leads, meetings, and events from BoothIQ
|
F 26 3⁄5 | ||||||||
| 31107 |
Real-time & historical Hyperliquid/Lighter: L4/L2/L3, fills, funding, OI, liqui…
|
F 26 3⁄5 | ||||||||
| 31108 |
Search Shopify stores, enrich domains, and reveal approved contact channels.
|
F 26 3⁄5 | ||||||||
| 31109 |
Monetize and manage your Tip4Serv store directly from your LLM.
|
F 26 3⁄5 | ||||||||
| 31110 |
Manage your projects, debug deployments, and check analytics for any MCP server…
|
F 26 3⁄5 | ||||||||
| 31111 |
Multi-agent governance: task orchestration, compliance, decision validation, an…
|
F 26 3⁄5 | ||||||||
| 31112 |
MCP server for mortgage rate pricing and mini pricer management via the Lenderp…
|
F 26 3⁄5 | ||||||||
| 31113 |
Meta Ads MCP server with 47 tools for campaigns, creatives, audiences, and insi…
|
F 26 3⁄5 | ||||||||
| 31114 |
Append-only decisions with provenance, supersession, retrieval, and audited MCP…
|
F 26 3⁄5 | ||||||||
| 31115 |
MCP access to the U.S. federal procurement graph: contracts, opportunities, ent…
|
F 26 3⁄5 | ||||||||
| 31116 |
Query Meta Ads performance data — accounts, campaigns, ad sets, ads, metrics & …
|
F 26 3⁄5 | ||||||||
| 31117 |
The MCP gateway with an EU-hosted, persistent memory layer that shrinks your to…
|
F 26 3⁄5 | ||||||||
| 31118 |
Drafts Google & TripAdvisor review replies; agents can never post themselves. F…
|
F 26 3⁄5 | ||||||||
| 31119 |
AI cycling coach: training plans, workouts, nutrition, strength training, Strav…
|
F 26 3⁄5 | ||||||||
| 31120 |
Agent Personas for Claude. 10 tools, 8 personas, 3 workflows, Magic Link auth. …
|
F 26 3⁄5 | ||||||||
| 31121 |
Analyze web performance and get optimization insights from GTmetrix, directly i…
|
F 26 3⁄5 | ||||||||
| 31122 |
Give Claude an honest self-model — behavioral tendencies built from evidence, n…
|
F 26 3⁄5 | ||||||||
| 31123 |
Search U.S. federal, state, and local government procurement data and intellige…
|
F 26 3⁄5 | ||||||||
| 31124 |
WMS & logistics intelligence: live freight & shipping rates, port data, invento…
|
F 26 3⁄5 | ||||||||
| 31125 |
Personal todo list that persists across sessions. Create, update, complete, reo…
|
F 26 3⁄5 | ||||||||
| 31126 |
Independent auto dealership vendor catalog: scores, comparisons, benchmarks, AI…
|
F 26 3⁄5 | ||||||||
| 31127 |
Altoviz invoicing app for french small businesses
|
F 26 3⁄5 | ||||||||
| 31128 |
CutPro MCP
Claim
MCP server exposing the full CutPro v1 API as 34 tools for AI clients — analyze…
|
F 26 3⁄5 | ||||||||
| 31129 |
Read and update your Nirvana tasks and projects: GTD states, tags, due dates, a…
|
F 26 3⁄5 | ||||||||
| 31130 |
Remote MCP server bridging AI clients with the PowerDMARC email authentication …
|
F 26 3⁄5 | ||||||||
| 31131 |
Snapchat Ads automation with AI: analyze performance, manage campaigns, optimiz…
|
F 26 3⁄5 | ||||||||
| 31132 |
Unblocked MCP Server
|
F 26 3⁄5 | ||||||||
| 31133 |
27 live market-research tools for trading agents: scans, options flow, sentimen…
|
F 26 3⁄5 | ||||||||
| 31134 |
Persistent personal memory for AI assistants — save, search, and recall across …
|
F 26 3⁄5 | ||||||||
| 31135 |
Trip planning for nomadic families: multi-stop trips, Schengen/visa, climate, d…
|
F 26 3⁄5 | ||||||||
| 31136 |
Retrieve information from the Medusa documentation to assist you with your Medu…
|
F 26 3⁄5 | ||||||||
| 31137 |
Trouver et contacter des artisans du batiment en France. Gratuit, sans commissi…
|
F 26 3⁄5 | ||||||||
| 31138 |
Resume builder with native MCP — create and edit resumes from your AI assistant.
|
F 26 3⁄5 | ||||||||
| 31139 |
Connect to Hugging Face Hub and thousands of Gradio AI Applications
|
F 26 3⁄5 | ||||||||
| 31140 |
Analytics and debugging for your MCP server — explore usage and sessions, then …
|
F 26 3⁄5 | ||||||||
| 31141 |
AI product-photography studio over MCP: generate, edit, cut out, and search ima…
|
F 26 3⁄5 | ||||||||
| 31142 |
Lets AI agents get leads on the phone: call, send SMS, and schedule callbacks f…
|
F 26 3⁄5 | ||||||||
| 31143 |
Close CRM to manage your sales pipeline. Learn more at https://close.com or htt…
|
F 26 3⁄5 | ||||||||
| 31144 |
Deploy, monitor, and manage your OpenClaw AI assistants via natural language.
|
F 26 3⁄5 | ||||||||
| 31145 |
Your personal data for AI — Telegram, bank, courses, Zoom & more, scoped to you.
|
F 26 3⁄5 | ||||||||
| 31146 |
Create and manage your own Certificate Authority for internal HTTPS.
|
F 26 3⁄5 | ||||||||
| 31147 |
Privacy-first work tracking with summaries, reports, coaching, and AI-ready lon…
|
F 26 3⁄5 | ||||||||
| 31148 |
Search, access, and get insights on your Amplitude data
|
F 26 3⁄5 | ||||||||
| 31149 |
Martingale intelligence: proprietary scores and sequence parameters for 250+ in…
|
F 26 3⁄5 | ||||||||
| 31150 |
Search, read, create and edit your Memol notes from Claude. Team note-taking wi…
|
F 26 3⁄5 | ||||||||