MCP Server Quality Scores
Independent quality analysis of 69343 public MCP servers
Last updated 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 27301 |
Deterministic score of whether an unattended AI agent can find, sign up for and…
|
B 79 2⁄5 | ||||||||
| 27302 |
Cited, tax-year-dated rules for state PTET, the federal SALT cap, and bonus-dep…
|
B 79 2⁄5 | ||||||||
| 27303 |
Read-only byImprint service guidance and canonical public site routes.
|
B 79 2⁄5 | ||||||||
| 27304 |
Split a flat image into separate transparent PNG layers. Pay with Unmerge credi…
|
B 79 2⁄5 | ||||||||
| 27305 |
Interact with the Stitch API using natural language commands.
|
B 79 3⁄5 | ||||||||
| 27306 |
Agent bot rentals: 57.39M recorded candidates, 1.34M full backtests and forward…
|
B 79 2⁄5 | ||||||||
| 27307 |
Inspect selected project excerpts and screen user-confirmed facts for bounded E…
|
B 79 2⁄5 | ||||||||
| 27308 |
MCP server for Fuse Network: balances, tokens, staking, DeFi data, swaps and on…
|
B 79 2⁄5 | ||||||||
| 27309 |
Free trading calculators, trading-system rules, a glossary and lesson search. N…
|
B 79 2⁄5 | ||||||||
| 27310 |
Korean premium short-term rental search: natural language or structured filters…
|
B 79 3⁄5 | ||||||||
| 27311 |
Japanese law, corporation & statistics data as MCP, normalized to English with …
|
B 79 3⁄5 | ||||||||
| 27312 |
Enables interaction with Celigo integrator.io API to manage integrations, flows…
|
B 79 3⁄4 | ||||||||
| 27313 |
Pay-per-call US brand evidence and signal workflows with free MCP discovery and…
|
B 79 3⁄5 | ||||||||
| 27314 |
Search harness engineering, agentic AI patterns, architectures, governance and …
|
B 79 3⁄5 | ||||||||
| 27315 |
Official DESTRAVA framework: eight AI maturity levels and published aggregate i…
|
B 79 2⁄5 | ||||||||
| 27316 |
Free no-signup file transfer for AI agents. Files encrypted at rest (video exce…
|
B 79 3⁄5 | ||||||||
| 27317 |
Read-only MCP server for RZ AI Labs — query its services, workshops, and contac…
|
B 79 2⁄5 | ||||||||
| 27318 |
Search 100k+ auto-verified Telegram channels, bots and groups: full-text search…
|
B 79 3⁄5 | ||||||||
| 27319 |
Check SPF/DKIM/DMARC/BIMI, blacklists, SMTP/IMAP; DNS lookups; generate email D…
|
B 79 3⁄5 | ||||||||
| 27320 |
Publish browser games to Playfrog and get a shareable play link. Free, no accou…
|
B 79 3⁄5 | ||||||||
| 27321 |
Free web search for AI agents. No API key required. Hosted MCP in active develo…
|
B 79 2⁄5 | ||||||||
| 27322 |
Human-likeness scoring of AI text vs 12 real personality profiles; free tools +…
|
B 79 2⁄5 | ||||||||
| 27323 |
Checks if an AI agent may pay: duplicate invoices, totals, evidence. Signed rec…
|
B 79 2⁄5 | ||||||||
| 27324 |
APIFold
Claim
Turn any REST API into a hosted MCP server, with ready-made public servers for …
|
B 79 3⁄4 | ||||||||
| 27325 |
Dream symbol interpretation and dream-dictionary lookups for AI agents, one API…
|
B 79 3⁄5 | ||||||||
| 27326 |
Grounds LLMs in real Church Slavonic: Wiktionary lemmas, dual-number paradigms,…
|
B 79 3⁄5 | ||||||||
| 27327 |
VSAX MCP Server
Claim
Provides comprehensive access to the Kaseya VSAX (VSA 10) REST API v3 through 6…
|
B 79 3⁄4 | ||||||||
| 27328 |
Roboto videos, client interviews, articles and social posts with source citatio…
|
B 79 2⁄5 | ||||||||
| 27329 |
mcp-compress
Claim
Data compression MCP server. 7 tools for gzip, brotli, deflate, and TurboQuant …
|
B 79 3⁄4 | ||||||||
| 27330 |
An MCP assistant that provides asynchronous and parallel Q\&A capabilities for …
|
B 79 3⁄4 | ||||||||
| 27331 |
Provides a remote browser session and MCP tools for restricted search and extra…
|
B 79 3⁄4 | ||||||||
| 27332 |
FX macro context for CPI, NFP, PCE, Fed, ECB, BoE, BoJ, historical analogs, and…
|
B 79 2⁄5 | ||||||||
| 27333 |
Agentic AI instruction encoding. 86.8% smaller than JSON. Inference-free decode…
|
B 79 3⁄4 | ||||||||
| 27334 |
Enables AI assistants to manage Instagram and Threads accounts — publish conten…
|
B 79 3⁄4 | ||||||||
| 27335 |
Free no-signup cloud tools for AI agents: file transfer, static site hosting, m…
|
B 79 2⁄5 | ||||||||
| 27336 |
Grounds LLMs in real Old Norse: lemmas, mediopassive paradigms, English→Old Nor…
|
B 79 3⁄5 | ||||||||
| 27337 |
This MCP server enables natural-language querying of Grafana logs by automatica…
|
B 79 3⁄4 | ||||||||
| 27338 |
cowboy-model-finder
Claim
Find your perfect Cowboy e-bike with an interactive wizard and AI recommendatio…
|
B 79 3⁄5 | ||||||||
| 27339 |
An MCP server that provides persistent, cross-session memory and team knowledge…
|
B 79 3⁄4 | ||||||||
| 27340 |
Background Check Quotes: the site's own MCP server — dataset, enquiry (enquiry …
|
B 79 2⁄5 | ||||||||
| 27341 |
Read it the way a person does: one fragment at a time. If the same words return…
|
B 79 2⁄5 | ||||||||
| 27342 |
Provides AI assistants with comprehensive access to n8n node documentation, pro…
|
B 79 3⁄4 | ||||||||
| 27343 |
Live Estonia real estate listings with search, geo filters, and property metada…
|
B 79 3⁄5 | ||||||||
| 27344 |
Ask Neural Partners' Chief of Staff about services, published pricing and booki…
|
B 79 2⁄5 | ||||||||
| 27345 |
Check visa requirements and travel documents for international travel destinati…
|
B 79 3⁄5 | ||||||||
| 27346 |
Bridges AI assistants to a Telegram bot to enable two-way messaging, interactiv…
|
B 79 3⁄4 | ||||||||
| 27347 |
Data-breach & credential-exposure check for one owner-approved email. $1 USDC o…
|
B 79 3⁄5 | ||||||||
| 27348 |
bim.house — words become buildings. Generate BIM, check code & structure, quote…
|
B 79 3⁄5 | ||||||||
| 27349 |
Cross-vendor B2B catalog for AI agents: search, compare, find equivalents, requ…
|
B 79 3⁄5 | ||||||||
| 27350 |
Adversarial AI review API — independent AI reviews another AI's output. Stop LL…
|
B 79 3⁄4 | ||||||||