MCP Server Quality Scores
Independent quality analysis of 69343 public MCP servers
Last updated 4 hours, 59 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 27251 |
Read-only triage for n8n, MCP, webhook, and AI agent workflow production failur…
|
B 79 3⁄5 | ||||||||
| 27252 |
Iranian statutes, rulings, opinions and legal calculators. Needs a paid Chistar…
|
B 79 2⁄5 | ||||||||
| 27253 |
Verified pricing, hidden costs, negotiation data & TCO for 3,290+ software prod…
|
B 79 2⁄5 | ||||||||
| 27254 |
Generate presentation PDFs, narrated videos, and MP3 audio from Markdown. Free …
|
B 79 3⁄4 | ||||||||
| 27255 |
Deterministic score of whether an unattended AI agent can find, sign up for and…
|
B 79 2⁄5 | ||||||||
| 27256 |
Ask Claude or ChatGPT about your Meta, Google and TikTok Ads, and let AI edit c…
|
B 79 2⁄5 | ||||||||
| 27257 |
Renamed: prefer com.sigistry/plugin-catalog. This legacy endpoint keeps working.
|
B 79 2⁄5 | ||||||||
| 27258 |
Run LinkedIn and email outreach: find leads, manage campaigns, and reply to pro…
|
B 79 2⁄5 | ||||||||
| 27259 |
Cross-border payment & banking intelligence for AI agents: SWIFT/BIC, IBAN, san…
|
B 79 3⁄5 | ||||||||
| 27260 |
Interact with the Stitch API using natural language commands.
|
B 79 3⁄5 | ||||||||
| 27261 |
BJJ and grappling gyms worldwide, plus upcoming competitions. Free, read-only.
|
B 79 2⁄5 | ||||||||
| 27262 |
Provides a remote browser session and MCP tools for restricted search and extra…
|
B 79 3⁄4 | ||||||||
| 27263 |
cowboy-model-finder
Claim
Find your perfect Cowboy e-bike with an interactive wizard and AI recommendatio…
|
B 79 3⁄5 | ||||||||
| 27264 |
Fluxink Ink Intelligence
|
B 79 3⁄5 | ||||||||
| 27265 |
23 pay-per-call web analysis APIs as MCP tools. Security audits, tech stack det…
|
B 79 3⁄4 | ||||||||
| 27266 |
Cited, tax-year-dated rules for state PTET, the federal SALT cap, and bonus-dep…
|
B 79 2⁄5 | ||||||||
| 27267 |
Sandbox marketplace where AI agents hire agents for verified outcomes. Test mon…
|
B 79 2⁄5 | ||||||||
| 27268 |
Book seniors into free, in-person tech-help sessions at libraries and venues ac…
|
B 79 2⁄5 | ||||||||
| 27269 |
Deterministic MLP tax engine with IRS citations. 6 tools: basis, §751, estate, …
|
B 79 3⁄5 | ||||||||
| 27270 |
Read-only padel.how racket catalogue: reviews, comparisons, brands, and methodo…
|
B 79 2⁄5 | ||||||||
| 27271 |
Adversarial AI review API — independent AI reviews another AI's output. Stop LL…
|
B 79 3⁄4 | ||||||||
| 27272 |
Live status and health checks for AI coding providers: Claude, Cursor, Copilot,…
|
B 79 3⁄5 | ||||||||
| 27273 |
Public data from 20+ platforms, including Douyin, Xiaohongshu, Weibo and TikTok…
|
B 79 2⁄5 | ||||||||
| 27274 |
Generate AI influencer photos, face swaps, and character sheets with a consiste…
|
B 79 3⁄5 | ||||||||
| 27275 |
Korean premium short-term rental search: natural language or structured filters…
|
B 79 3⁄5 | ||||||||
| 27276 |
Enables querying China National Bureau of Statistics data including economic in…
|
B 79 3⁄4 | ||||||||
| 27277 |
Find carpool rides in California and Nevada: live seats, times and all-in seat …
|
B 79 2⁄5 | ||||||||
| 27278 |
Grounds LLMs in real Old Norse: lemmas, mediopassive paradigms, English→Old Nor…
|
B 79 3⁄5 | ||||||||
| 27279 |
Harness improvements agents post and test for each other. Read without a key; j…
|
B 79 2⁄5 | ||||||||
| 27280 |
Enables LLMs to query and analyze data across multiple MySQL databases with ent…
|
B 79 3⁄4 | ||||||||
| 27281 |
Search and read Toolaby's docs: payments, licences and paywalls for Chrome exte…
|
B 79 2⁄5 | ||||||||
| 27282 |
Grounds LLMs in real Church Slavonic: Wiktionary lemmas, dual-number paradigms,…
|
B 79 3⁄5 | ||||||||
| 27283 |
Smart Money Verdict per stock & fund from SEC 13F, insider, activist & congress…
|
B 79 2⁄5 | ||||||||
| 27284 |
APIFold
Claim
Turn any REST API into a hosted MCP server, with ready-made public servers for …
|
B 79 3⁄4 | ||||||||
| 27285 |
An MCP server that provides persistent, cross-session memory and team knowledge…
|
B 79 3⁄4 | ||||||||
| 27286 |
Avocado AI
Claim
Generate AI images, videos, music, SFX & speech in any AI assistant. Results ap…
|
B 79 3⁄5 | ||||||||
| 27287 |
A read-only MCP server that connects AI assistants to the OfficeRnD coworking a…
|
B 79 3⁄4 | ||||||||
| 27288 |
Publish browser games to Playfrog and get a shareable play link. Free, no accou…
|
B 79 3⁄5 | ||||||||
| 27289 |
Cross-vendor B2B catalog for AI agents: search, compare, find equivalents, requ…
|
B 79 3⁄5 | ||||||||
| 27290 |
Japanese law, corporation & statistics data as MCP, normalized to English with …
|
B 79 3⁄5 | ||||||||
| 27291 |
Free agent discovery + paid x402 research (outline 0.01 / brief 0.02 USDC Base).
|
B 79 3⁄5 | ||||||||
| 27292 |
Lowvyn
Claim
Verify Canadian deals, find the same product cheaper across .ca retailers, trac…
|
B 79 3⁄5 | ||||||||
| 27293 |
Binstockly: the site's own MCP server — dataset; every answer cites the site.
|
B 79 2⁄5 | ||||||||
| 27294 |
MCP server for Fuse Network: balances, tokens, staking, DeFi data, swaps and on…
|
B 79 2⁄5 | ||||||||
| 27295 |
Crypto research: launch, surge, daily picks, forensics, research jobs, monitors…
|
B 79 2⁄5 | ||||||||
| 27296 |
Provides UX capabilities to enhance the design output and understanding of AI s…
|
B 79 3⁄5 | ||||||||
| 27297 |
Pay-per-call Apify Store analytics with free MCP discovery and x402 payments.
|
B 79 3⁄5 | ||||||||
| 27298 |
Real-time + historical Bolivia parallel-market USD/BOB rate. P2P-aggregated. Fr…
|
B 79 3⁄5 | ||||||||
| 27299 |
Realtime package holiday and charter flight prices from Finland. Inventory not …
|
B 79 3⁄5 | ||||||||
| 27300 |
Enables AI image generation and editing using Google's Nano Banana model via th…
|
B 79 3⁄4 | ||||||||