MCP Server Quality Scores

Independent quality analysis of 69448 public MCP servers

69448
Discovered
→
34084
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 32 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
33351
probr Claim 1
Read and manage the competitors, signals, and weekly briefs in your probr works…
F 22 3⁄5 ◔ — 0 0 — 67 —
33352
Normatia Claim 1
Servidor MCP de Normatia para la normativa técnica en edificación.
F 22 3⁄5 ◔ — 0 0 — 67 —
33353
LangSmith-Traced LLM Orchestration Agent
F 22 3⁄5 ◔ — 0 0 — 67 —
33354
LogisticFlow Claim 1
Logistics path finder and supply chain route optimizer.
F 22 3⁄5 ◔ — 0 0 — 67 —
33355
4fetch Claim 1
Fetch a URL and get clean Markdown with metadata. No API key required; rate-lim…
F 22 3⁄5 ◔ — 0 0 — 67 —
33356
Single-property deep-dive: history, price/sqft, days-on-market, comps from a Re…
F 22 3⁄5 ◔ — 0 0 — 67 —
33357
Append a delivery update to the account ledger
F 22 3⁄5 ◔ — 0 0 — 67 —
33358
Still work in progress
F 22 3⁄5 ◔ — 0 0 — 67 —
33359
Calfeed Claim 1
Turn a written schedule into a live calendar link people subscribe to in Apple,…
F 22 3⁄5 ◔ — 0 0 — 67 —
33360
Traced LLM MCP Proxy
F 22 3⁄5 ◔ — 0 0 — 67 —
33361
AI predictions, model comparison, research briefs and web search from an autono…
F 22 3⁄5 ◔ — 0 0 — 67 —
33362
Search 4.8M verified Chinese factories: profiles, contacts, AI deep-dives, agen…
F 22 3⁄5 ◔ — 0 0 — 67 —
33363
Kafka and Postgres Monitoring Stack
F 22 3⁄5 ◔ — 0 0 — 67 —
33364
Give agents instant OG image generation, social metadata audits, and rendering …
F 22 3⁄5 ◔ — 0 0 — 67 —
33365
Connects AI agents to live, verified financial data from 18,000+ institutions —…
F 22 3⁄5 ◔ — 0 0 — 67 —
33366
Plan a profile governance setting
F 22 3⁄5 ◔ — 0 0 — 67 —
33367
Manage CenterPoint Connect data across properties, companies, employees, invoic…
F 22 3⁄5 ◔ — 0 0 — 67 —
33368
AI agent directory — search and compare 120+ agents across 12 categories.
F 22 3⁄5 ◔ — 0 0 — 67 —
33369
LLM Orchestration Agent (Langchain)
F 22 3⁄5 ◔ — 0 0 — 67 —
33370
Observable Backend Stack Generator
F 22 3⁄5 ◔ — 0 0 — 67 —
33371
Convert files between formats without quality loss. Speed up your workflow with…
F 22 3⁄5 ◔ — 0 0 — 67 —
33372
buyersense Claim 2
MCP server for the BuyerSense API. Get buyer signals from any MCP client.
F 22 3⁄5 ◔ — 0 0 — 67 —
33373
xportalx Claim 1
AI agent gateway with web fetching, data extraction, crypto pricing, and x402 p…
F 22 3⁄5 ◔ — 0 0 — 67 —
33374
Traced Claude Format Guard
F 22 3⁄5 ◔ — 0 0 — 67 —
33375
3D avatar/asset foundry: text/image -> rigged, validated, engine-ready GLB via …
F 22 3⁄5 ◔ — 0 0 — 67 —
33376
MCP server giving AI agents one-connection access to labor & financial-complian…
F 22 3⁄5 ◔ — 0 0 — 67 —
33377
Read-only access to Namesake's baby name catalog: meaning, origin, pronunciatio…
F 22 3⁄5 ◔ — 0 0 — 67 —
33378
SQL data health analyzer and pipeline observability evaluator.
F 22 3⁄5 ◔ — 0 0 — 67 —
33379
Get real-time NYC bus arrivals, live vehicle locations, and service alerts. Pla…
F 22 3⁄5 ◔ — 0 0 — 67 —
33380
LLM Orchestration Agent (Cryptography)
F 22 3⁄5 ◔ — 0 0 — 67 —
33381
Structured Output MCP Agent
F 22 3⁄5 ◔ — 0 0 — 67 —
33382
Text humanization and semantic camouflaging engine to bypass detectors.
F 22 3⁄5 ◔ — 0 0 — 67 —
33383
Amazon Ads MCP with 27+ tools for analytics, wasted spend, and automation.
F 22 3⁄5 ◔ — 0 0 — 67 —
33384
Automated .cursorrules and system prompt generator.
F 22 3⁄5 ◔ — 0 0 — 67 —
33385
Plan the delivery route for an artifact
F 22 3⁄5 ◔ — 0 0 — 67 —
33386
mcp Claim 1
Access Japan's finest Michelin-starred restaurants. Search, check availability,…
F 22 3⁄5 ◔ — 0 0 — 67 —
33387
Marketing strateeg portfolio met AI kennisbank voor marketing, sales en strateg…
F 22 3⁄5 ◔ — 0 0 — 67 —
33388
timeslope-mcp Claim 1
Equip AI with tools for researching economic data from Federal Reserve Economic…
F 22 3⁄5 ◔ — 0 0 — 67 —
33389
PDFInvoiceAPI Claim 1
Turn HTML or templates into branded invoice & document PDFs from your agent. On…
F 22 3⁄5 ◔ — 0 0 — 67 —
33390
LLM Observability & Orchestration Agent (LangChain Community)
F 22 3⁄5 ◔ — 0 0 — 67 —
33391
LadderFlow Claim 1
Voice-interview your ideas into LinkedIn posts and X threads via a Digital Brai…
F 22 3⁄5 ◔ — 0 0 — 67 —
33392
EU power dispatch for wallet-enabled compute, DePIN, battery and trading agents.
F 22 3⁄5 ◔ — 0 0 — 67 —
33393
0DTE Confluence Claim 1
Gamma rails, options flow tape, and graded 0DTE setups for SPY/QQQ/IWM. Advisor…
F 22 3⁄5 ◔ — 0 0 — 67 —
33394
Search the public Xavio catalog and create firm checkout quotes.
F 22 3⁄5 ◔ — 0 0 — 67 —
33395
mcp Claim 1
Real-world location intelligence: foot traffic, trade areas, demographics, site…
F 22 3⁄5 ◔ — 0 0 — 67 —
33396
93 MCP tools for platform administration via AI agents. Billing, support, teams…
F 22 3⁄5 ◔ — 0 0 — 67 —
33397
Portfolio Ideas Claim 1
Analyze your portfolio and generate ideas for improvements
F 22 3⁄5 ◔ — 0 0 — 67 —
33398
zoom-whiteboard Claim 1
Zoom Whiteboard server for creating boards and diagrams and locating existing b…
F 22 3⁄5 ◔ — 0 0 — 67 —
33399
Agent Preflight Claim 1
Six paid URL-intelligence tools for autonomous agents and agent swarms.
F 22 3⁄5 ◔ — 0 0 — 67 —
33400
Live gold & silver prices for 37 countries. Tamara/Tabby installment calculator…
F 22 3⁄5 ◔ — 0 0 — 67 —
Showing 33351–33400 of 69448 servers
« Prev 1 … 666 667 668 669 670 … 1389 Next »