MCP Server Quality Scores

Independent quality analysis of 69448 public MCP servers

69448
Discovered
→
34084
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 39 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
33401
AI predictions, model comparison, research and web search from an autonomous AI…
F 22 3⁄5 ◔ — 0 0 — 67 —
33402
Hybrid human + AI expertise for faster, trusted answers and decisions via MCP S…
F 22 3⁄5 ◔ — 0 0 — 67 —
33403
x402 dataset vending for AI agents: list, preview, quote, purchase, needs intak…
F 22 3⁄5 ◔ — 0 0 — 67 —
33404
n8n-mcp-server Claim 1
Servidor MCP para integraciones con arcar.org
F 22 3⁄5 ◔ — 0 0 — 67 —
33405
Google OAuth Credential Service
F 22 3⁄5 ◔ — 0 0 — 67 —
33406
Provide structured access to ClinicalTrials.gov data for searching, retrieving,…
F 22 3⁄5 ◔ — 0 0 — 67 —
33407
feed-forge Claim 1
Turn any website into an RSS, Atom, or JSON feed using CSS selectors and schedu…
F 22 3⁄5 ◔ — 0 0 — 67 —
33408
meminal Claim 1
Memory for deep conversational context across any platform
F 22 3⁄5 ◔ — 0 0 — 67 —
33409
My MCP Server Claim 2
Description of my MCP server
F 22 3⁄5 ◔ — 0 0 — 67 —
33410
Cassandra prediction hub: one MCP door over govcon forecasts (recompete, contra…
F 22 3⁄5 ◔ — 0 0 — 67 —
33411
AI development agent using Kendo UI to rapidly create and style quality web UIs…
F 22 3⁄5 ◔ — 0 0 — 67 —
33412
zoom-docs Claim 1
Zoom Docs server for creating and retrieving Zoom documents and notes in Markdo…
F 22 3⁄5 ◔ — 0 0 — 67 —
33413
Email Server Claim 2
Still WiP
F 22 3⁄5 ◔ — 0 0 — 67 —
33414
Kafka + Redis + MinIO Stack Generator
F 22 3⁄5 ◔ — 0 0 — 67 —
33415
Connect to your MediaWiki using simple credentials and manage content without O…
F 22 3⁄5 ◔ — 0 0 — 67 —
33416
Picsha AI Claim 1
AI-native digital asset management: semantic search, generative image edits, an…
F 22 3⁄5 ◔ — 10 0 — 55 —
33417
Mnemolog MCP Claim 1
Hosted MCP memory and agent control plane for durable conversations, jobs, and …
F 22 3⁄5 ◔ — 0 0 — 67 —
33418
Enrich IPs, emails, domains, companies. Scrape SEC, news, jobs, Crunchbase. Bit…
F 22 3⁄5 ◔ — 0 0 — 67 —
33419
Tosheroon Claim 1
Real-time Amazon prices, product search, 90-day history, AI forecasts, and pric…
F 22 3⁄5 ◔ — 0 0 — 67 —
33420
24 NEAR + Solana + Base blockchain endpoints with x402 USDC micropayments
F 22 3⁄5 ◔ — 0 0 — 67 —
33421
docs Claim 2
An MCP server for docs.continue.dev
F 22 3⁄5 ◔ — 0 0 — 67 —
33422
Test server Claim 2
Description of my MCP server
F 22 3⁄5 ◔ — 0 0 — 67 —
33423
cnpj.ai Claim 1
Empresas, sócios e conexões por CNPJ. Brazilian company data, ownership and cor…
F 22 3⁄5 ◔ — 0 0 — 67 —
33424
AI Humanizer Claim 1
Advanced text styling to preserve semantic human flow.
F 22 3⁄5 ◔ — 0 0 — 67 —
33425
Kuaishou hot, suggestions, video/user search, details, comments/replies, profil…
F 22 3⁄5 ◔ — 0 0 — 67 —
33426
Verify email deliverability by SMTP. Catch-all/disposable/role detection. EU-ho…
F 22 3⁄5 ◔ — 0 0 — 67 —
33427
Fractera Claim 1
Zero-Ops deploy of a private AI workspace to your own VPS — from your AI chat. …
F 22 3⁄5 ◔ — 0 0 — 67 —
33428
Tokenomic-Pulse Claim 1
DeFi protocol simulation model scoring tokenomic structures.
F 22 3⁄5 ◔ — 0 0 — 67 —
33429
AI marketing — content generation, competitor analysis, social publishing, and …
F 22 3⁄5 ◔ — 0 0 — 67 —
33430
MyGhosts Claim 1
Send AI bots to attend meetings on your behalf. Get recordings, transcripts, an…
F 22 3⁄5 ◔ — 0 0 — 67 —
33431
Todo Claim 1
Personal todo list that persists across sessions and MCP clients. Create, updat…
F 22 3⁄5 ◔ — 0 0 — 67 —
33432
Free no-account URL security scan: 0-100 Launch Readiness score for any live si…
F 22 3⁄5 ◔ — 0 0 — 67 —
33433
Remote MCP server that returns sentiment analysis results from SentinelScan API.
F 22 3⁄5 ◔ — 0 0 — 67 —
33434
FrazzleCRM Claim 1
CRM + visual automation builder AI agents can drive via MCP: contacts, tags, ma…
F 22 3⁄5 ◔ — 0 0 — 67 —
33435
mcp Claim 1
Access Japan's finest Michelin-starred restaurants. Search, check availability,…
F 22 3⁄5 ◔ — 0 0 — 67 —
33436
x402-paid MCP data: trend feed + visibility audit. USDC/Base. No API key. No PI…
F 22 3⁄5 ◔ — 0 0 — 67 —
33437
Verifiable backtests for AI-built trading strategies: deterministic engine, rep…
F 22 3⁄5 ◔ — 0 0 — 67 —
33438
Elasticsearch + MongoDB + Redis Stack Generator (Elasticsearch/Elasticsearch)
F 22 3⁄5 ◔ — 0 0 — 67 —
33439
Real-time SBIR, CSO & BAA opportunities from DSIP, SAM.gov, Grants.gov & more —…
F 22 3⁄5 ◔ — 0 0 — 67 —
33440
LLM Orchestration Agent (Langsmith)
F 22 3⁄5 ◔ — 0 0 — 67 —
33441
Media forensic analyzer auditing audio and video authenticity.
F 22 3⁄5 ◔ — 0 0 — 67 —
33442
Subotiz
Subotiz Dev MCP Claim 1
Subotiz integration toolchain for developers
F 22 3⁄5 ◔ ⏳ — 0 0 — 67 —
33443
Streamline field service and construction operations with CenterPoint Connect. …
F 22 3⁄5 ◔ — 0 0 — 67 —
33444
3D-MeshWeaver Claim 1
Mesh spatial optimizer reducing geometric overhead in 3D assets.
F 22 3⁄5 ◔ — 0 0 — 67 —
33445
Append an operations activity entry
F 22 3⁄5 ◔ — 0 0 — 67 —
33446
tennis-2026 Claim 1
Tennis Grand Slams 2026 MCP — Australian Open, Roland Garros, Wimbledon, US Ope…
F 22 3⁄5 ◔ — 0 0 — 67 —
33447
Persistent cloud memory for AI agents. Store and search key-value memories acro…
F 22 3⁄5 ◔ — 0 0 — 67 —
33448
Manage CenterPoint Connect data across properties, companies, employees, invoic…
F 22 3⁄5 ◔ — 0 0 — 67 —
33449
test-mailbox Claim 1
Disposable email inboxes for testing — create addresses, wait for messages, ext…
F 22 3⁄5 ◔ — 0 0 — 67 —
33450
revensi Claim 2
MCP server for the Revensi API. Scan domains from any MCP client.
F 22 3⁄5 ◔ — 0 0 — 67 —
Showing 33401–33450 of 69448 servers
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