MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 3 hours, 50 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 26501 |
Foliora MCP for public discovery, account reads, and agent execution of human-a…
|
B 81 2⁄5 | ||||||||
| 26502 |
Search evidence-backed AI-tool reviews, rankings, use cases, comparisons & tool…
|
B 81 2⁄5 | ||||||||
| 26503 |
Live vault metrics and docs for SukukFi, Islamic trade finance on Berachain. Re…
|
B 80 2⁄5 | ||||||||
| 26504 |
AI session memory: the brief your AI reads before every session so no session s…
|
B 80 2⁄5 | ||||||||
| 26505 |
UPSC prep: interactive quizzes, previous-year questions, daily current affairs,…
|
B 80 3⁄5 | ||||||||
| 26506 |
Discover, quote & invoke RocketCore x402-paid cyber/market intelligence product…
|
B 80 2⁄5 | ||||||||
| 26507 |
Signed exact-order pre-submit gate for crypto bots using live Coinbase and Gemi…
|
B 80 2⁄5 | ||||||||
| 26508 |
This is just a test publish, delete me
|
B 80 3⁄5 | ||||||||
| 26509 |
Used-Mac market: quality-gated listings with deep links, asking-price stats, tr…
|
B 80 2⁄5 | ||||||||
| 26510 |
KYB risk scores for Israeli companies: sanctions, insolvency, adverse media, cy…
|
B 80 3⁄5 | ||||||||
| 26511 |
Check whether a website is ready for AI agents (UCP, WebMCP, Access) and monito…
|
B 80 2⁄5 | ||||||||
| 26512 |
tesseron
Claim
Expose typed web-app actions to MCP-compatible AI agents over WebSocket. TypeSc…
|
B 80 3⁄4 | ||||||||
| 26513 |
Live franchised-dealer inventory, quotes, and consented salesperson handoffs.
|
B 80 2⁄5 | ||||||||
| 26514 |
MCP server that delivers up-to-date Bitrix24 REST API documentation.
|
B 80 2⁄5 | ||||||||
| 26515 |
Create hosted MCP servers from any OpenAPI spec. Requires a free Kaiva Bridge a…
|
B 80 2⁄5 | ||||||||
| 26516 |
Keyless docs search so coding agents wire up RoxyAPI: every endpoint, param and…
|
B 80 2⁄5 | ||||||||
| 26517 |
Deterministic score of whether an unattended AI agent can find, sign up for and…
|
B 80 2⁄5 | ||||||||
| 26518 |
Hosted persistent memory with semantic search, importance and TTL for AI agents.
|
B 80 3⁄5 | ||||||||
| 26519 |
OpenMandate is in private development and is not accepting new mandates or inte…
|
B 80 2⁄5 | ||||||||
| 26520 |
Search & book Lakpura Sri Lanka tours, transfers, stays & activities as an AI a…
|
B 80 2⁄5 | ||||||||
| 26521 |
Plan U.S. road trips across 104 published drives with reviewed stops and honest…
|
B 80 2⁄5 | ||||||||
| 26522 |
Map-first global classifieds marketplace — post & find jobs, real estate, vehic…
|
B 80 2⁄5 | ||||||||
| 26523 |
Amazon product search demand over time, with growth for any keyword. Free key a…
|
B 80 2⁄5 | ||||||||
| 26524 |
I Ching hexagram casts, 64 hexagram meanings and changing lines for AI agents.
|
B 80 3⁄5 | ||||||||
| 26525 |
Speeron NEXT Digital Guest Journey MCP server (remote HTTP endpoint).
|
B 80 3⁄5 | ||||||||
| 26526 |
Image toolkit: resize, compress, crop, watermark, convert, rotate, EXIF read/st…
|
B 80 3⁄5 | ||||||||
| 26527 |
Provides capabilities that let LLM agents perform a range of infrastructure man…
|
B 80 3⁄5 | ||||||||
| 26528 |
Tarot card meanings, spreads and seeded reproducible readings for AI agents, on…
|
B 80 3⁄5 | ||||||||
| 26529 |
Forensic FX audit. Detects hidden bank markups in real time. Returns spread bps…
|
B 80 2⁄5 | ||||||||
| 26530 |
Vietnamese Lunar Calendar for date and calendar conversion, and cultural insigh…
|
B 80 3⁄5 | ||||||||
| 26531 |
Manage social media from your AI client: analytics, posts, scheduling, media, a…
|
B 80 2⁄5 | ||||||||
| 26532 |
Composes + runs multi-step external-data workflows for one quoted USDC price (x…
|
B 80 2⁄5 | ||||||||
| 26533 |
url smoke / headless QA: desktop+phone → pass/fail JSON. MCP shelf.kymac.co
|
B 80 2⁄5 | ||||||||
| 26534 |
Pre-flight check for AI coding agents: hallucinated packages + secrets, 6 ecosy…
|
B 80 2⁄5 | ||||||||
| 26535 |
SeatCanvas MCP server: pricing, venue capacity estimates, and prefilled seating…
|
B 80 2⁄5 | ||||||||
| 26536 |
Search flights, hotels & experiences at all-in prices, then build a trip on bre…
|
B 80 2⁄5 | ||||||||
| 26537 |
Dependency risk + calibrated, publicly scored forecasts on OSS packages. Docs: …
|
B 80 2⁄5 | ||||||||
| 26538 |
Plan, draft, schedule and publish social posts grounded in your Website Brain.
|
B 80 2⁄5 | ||||||||
| 26539 |
The feedback board your AI agents work from: users vote, agents build over MCP.…
|
B 80 2⁄5 | ||||||||
| 26540 |
Free AI study tools: generate a personalized study plan or essay thesis stateme…
|
B 80 2⁄5 | ||||||||
| 26541 |
AI-powered industrial fault diagnosis MCP server with 8 tools for diagnosing eq…
|
B 80 3⁄4 | ||||||||
| 26542 |
Order official German energy certificates (Energieausweis) from chat — on invoi…
|
B 80 3⁄5 | ||||||||
| 26543 |
Ask questions across Shopify, Klaviyo, GA4 and 20+ e-commerce sources in plain …
|
B 80 2⁄5 | ||||||||
| 26544 |
Elder Futhark rune meanings, scholarly articles & book reviews, plus the runesc…
|
B 80 2⁄5 | ||||||||
| 26545 |
Render Mermaid with Line9 layout in your assistant.
|
B 80 2⁄5 | ||||||||
| 26546 |
Buy adversarially-debated AI product ideas over x402: $0.10 pulls, $1 buyouts, …
|
B 80 2⁄5 | ||||||||
| 26547 |
This MCP server provides AI-native revenue intelligence tools for B2B teams, en…
|
B 80 3⁄4 | ||||||||
| 26548 |
Finds public VAT and company registration identifiers from website domains.
|
B 80 2⁄5 | ||||||||
| 26549 |
Search, Register , Renew , Transfer and Manage domains
|
B 80 2⁄5 | ||||||||
| 26550 |
US ZIP code intelligence: demographics, weather, tax, crime, housing, voting, a…
|
B 80 2⁄5 | ||||||||