MCP Server Quality Scores
Independent quality analysis of 64827 public MCP servers
Last updated 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30351 |
Toolbox dynamically routes to all MCPs in the Smithery registry based on your a…
|
F 22 3⁄5 | ||||||||
| 30352 |
AI gateway for calling APIs: discover tools, get credentials, execute tasks.
|
F 22 3⁄5 | ||||||||
| 30353 |
Commercial auto insurance MCP server for NYC TLC for-hire vehicles. 33 tools, s…
|
F 22 3⁄5 | ||||||||
| 30354 |
Persistent memory for AI agents. Semantic search, memory graph, W3C DID identit…
|
F 22 3⁄5 | ||||||||
| 30355 |
Radio frequency database: FM, AM, shortwave, TV, ham, weather, emergency alerts…
|
F 22 3⁄5 | ||||||||
| 30356 |
Local bounty-feed index: Bountycaster/Dework/Superteam/Algora/Sherlock/GitHub b…
|
F 22 3⁄5 | ||||||||
| 30357 |
Manage test suites, run tests, view results, and automate QA workflows via AI w…
|
F 22 3⁄5 | ||||||||
| 30358 |
Alpic Test MCP Server - great server!
|
F 22 3⁄5 | ||||||||
| 30359 |
Send friendly greetings to people by name. Discover the origin story behind 'He…
|
F 22 3⁄5 | ||||||||
| 30360 |
20 MCP tools for Pitt County NC real estate — parcels, permits, sales, builders…
|
F 22 3⁄5 | ||||||||
| 30361 |
Discover live agent APIs, ranked endpoints, trust, payment telemetry, and x402 …
|
F 22 3⁄5 | ||||||||
| 30362 |
Virtual corporate debit card issuer for autonomous bot transactions.
|
F 22 3⁄5 | ||||||||
| 30363 |
AI agent tools: translation (95+ langs), crypto research, compliance, summariza…
|
F 22 3⁄5 | ||||||||
| 30364 |
Connect Claude, Cursor, or ChatGPT to your business data. Ask questions, get an…
|
F 22 3⁄5 | ||||||||
| 30365 |
Provides access to Civic Plus - See Click Fix, allowing you to interact with yo…
|
F 22 3⁄5 | ||||||||
| 30366 |
Your unified inbox — everything that reaches you, understood and actionable fro…
|
F 22 3⁄5 | ||||||||
| 30367 |
Still WiP
|
F 22 3⁄5 | ||||||||
| 30368 |
Company Insights: job postings, tech stack, news events, key customers, similar…
|
F 22 3⁄5 | ||||||||
| 30369 |
Memory for deep conversational context across any platform
|
F 22 3⁄5 | ||||||||
| 30370 |
Search job postings, companies, and technology stacks across 10M+ companies.
|
F 22 3⁄5 | ||||||||
| 30371 |
Access and edit your Craft documents.
|
F 22 3⁄5 | ||||||||
| 30372 |
Media forensic analyzer auditing audio and video authenticity.
|
F 22 3⁄5 | ||||||||
| 30373 |
AI development agent using Kendo UI to rapidly create and style quality web UIs…
|
F 22 3⁄5 | ||||||||
| 30374 |
IFRS engine: 27 standards, journal entries, XBRL tags, ECL, CGU impairment, def…
|
F 22 3⁄5 | ||||||||
| 30375 |
Access Google & Meta Ads data via AI. Analyse campaign performance in seconds.
|
F 22 3⁄5 | ||||||||
| 30376 |
Query application logs, traces, and metrics from your AI coding assistant via F…
|
F 22 3⁄5 | ||||||||
| 30377 |
Description of my MCP server
|
F 22 3⁄5 | ||||||||
| 30378 |
Fluid cowork platform. Synthesizes work data across boundaries, with project tr…
|
F 22 3⁄5 | ||||||||
| 30379 |
Turn any website into an RSS, Atom, or JSON feed using CSS selectors and schedu…
|
F 22 3⁄5 | ||||||||
| 30380 |
Transform numbers by doubling them and adding 5. Get instant results with a cle…
|
F 22 3⁄5 | ||||||||
| 30381 |
Viral waitlists with referral tracking, leaderboards, analytics, and built-in t…
|
F 22 3⁄5 | ||||||||
| 30382 |
Interact with your Google Cloud Composer resources using natural language comma…
|
F 22 3⁄5 | ||||||||
| 30383 |
AI marketing — content generation, competitor analysis, social publishing, and …
|
F 22 3⁄5 | ||||||||
| 30384 |
Analyze your campaigns any way you want, with AI.
|
F 22 3⁄5 | ||||||||
| 30385 |
Short-term session memory manager for collaborative agent networks.
|
F 22 3⁄5 | ||||||||
| 30386 |
Cross-product MCP server for CRM, LeadKit, ProjectKit, Bookio. 10 action types,…
|
F 22 3⁄5 | ||||||||
| 30387 |
Federal and state court records lookup for due-diligence and background checks.
|
F 22 3⁄5 | ||||||||
| 30388 |
Cricket 2026 MCP — T20 World Cup + ICC tour matches. Tournaments, fixtures, pla…
|
F 22 3⁄5 | ||||||||
| 30389 |
Trade tokenized stocks with Web3 wallet. No registration. AI agent-friendly. Mu…
|
F 22 3⁄5 | ||||||||
| 30390 |
Tour de France 2026 MCP — 21 stages, race phase tracking, stage start times, st…
|
F 22 3⁄5 | ||||||||
| 30391 |
Full email marketing platform: inbox, campaigns, contacts, templates, and analy…
|
F 22 3⁄5 | ||||||||
| 30392 |
Federal+SLED govcon MCP: SAM, USASpending, recompete, hearings, policy intel, s…
|
F 22 3⁄5 | ||||||||
| 30393 |
AEO intent and search presence optimization engine.
|
F 22 3⁄5 | ||||||||
| 30394 |
Formula 1 2026 schedule MCP — 24 races, drivers, constructors, sessions, circui…
|
F 22 3⁄5 | ||||||||
| 30395 |
Google and Meta ad campaign bidding optimizer.
|
F 22 3⁄5 | ||||||||
| 30396 |
Plan a knowledge-base placement path
|
F 22 3⁄5 | ||||||||
| 30397 |
Headless browser primitives for AI agents when sites need real JS rendering.
|
F 22 3⁄5 | ||||||||
| 30398 |
Logistics path finder and supply chain route optimizer.
|
F 22 3⁄5 | ||||||||
| 30399 |
AI Catholic formation — spiritual direction, saints, scripture, and semantic se…
|
F 22 3⁄5 | ||||||||
| 30400 |
Control your Discord community: send/read messages, manage channels and forums,…
|
F 22 3⁄5 | ||||||||