MCP Server Quality Scores
Independent quality analysis of 64900 public MCP servers
Last updated 3 hours, 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 26701 |
Company intelligence MCP server. 11 tools aggregating 12 free data sources (Wik…
|
B 77 3⁄4 | ||||||||
| 26702 |
Verified doc corpora for agents: grep-first retrieval, hashed pages, Merkle+RFC…
|
B 77 2⁄5 | ||||||||
| 26703 |
ThinkNEO Control Plane
Claim
Enterprise AI Control Plane: governance, guardrails, spend tracking, compliance…
|
B 77 3⁄5 | ||||||||
| 26704 |
MCP server for Boson Protocol — on-chain agentic commerce for physical & digita…
|
B 77 2⁄5 | ||||||||
| 26705 |
Create, manage, and query your Google Cloud SQL resources.
|
B 77 3⁄5 | ||||||||
| 26706 |
A standalone Python/FastAPI server that implements the Model Context Protocol (…
|
B 77 3⁄4 | ||||||||
| 26707 |
Race course profiling, catalog search, course submission, and personalized race…
|
B 77 2⁄5 | ||||||||
| 26708 |
Argentine oil & gas data — 40+ curated tables: production, wells, prices, inves…
|
B 77 3⁄5 | ||||||||
| 26709 |
Living economy for AI agents — Conway's Game of Life physics, energy currency, …
|
B 77 3⁄4 | ||||||||
| 26710 |
stock-mcp-server
Claim
Real-time A-share stock data for AI assistants. Provides real-time stock prices…
|
B 77 3⁄4 | ||||||||
| 26711 |
Enables remote control of LeCroy oscilloscopes via SCPI commands over LAN to pe…
|
B 77 3⁄4 | ||||||||
| 26712 |
Enables persistent memory storage and retrieval for MCP clients, allowing AI as…
|
B 77 3⁄4 | ||||||||
| 26713 |
Servicialo MCP Server
Claim
Open protocol for booking and scheduling professional services via AI agents
|
B 77 3⁄5 | ||||||||
| 26714 |
AI Citability across four engines — AEO, GEO, SEO & MCP: is a brand cited, and …
|
B 77 2⁄5 | ||||||||
| 26715 |
Vendor-neutral catalog of 300+ commercial robots: search, compare specs, reques…
|
B 77 3⁄5 | ||||||||
| 26716 |
Free blind-play night-fishing game over MCP. Deterministic engine, zero LLM cal…
|
B 77 2⁄5 | ||||||||
| 26717 |
AI data-center design engine: size, validate & lay out Rubin-era data centers. …
|
B 77 2⁄5 | ||||||||
| 26718 |
Web page or HTML to clean LLM-ready Markdown or JSON. x402 pay-per-call, $0.005…
|
B 77 2⁄5 | ||||||||
| 26719 |
Enables discovery and installation of agent skills from curated GitHub reposito…
|
B 77 3⁄4 | ||||||||
| 26720 |
Flight search MCP server providing search, pagination, and itinerary details fo…
|
B 77 3⁄5 | ||||||||
| 26721 |
Enables unified management of maintenance windows and incidents across Atlassia…
|
B 77 3⁄4 | ||||||||
| 26722 |
Pay-per-call Solana token rug-risk intelligence via x402. $0.01 USDC, no API ke…
|
B 77 3⁄5 | ||||||||
| 26723 |
MCP server for searching Japanese Diet bills and committee Q\&A records via the…
|
B 77 3⁄4 | ||||||||
| 26724 |
AI governance frameworks for Australian businesses. AI6 practices, Voluntary AI…
|
B 77 2⁄5 | ||||||||
| 26725 |
Agent-native cloud, EU-hosted. Provision VMs, networks & databases on redu.clou…
|
B 76 3⁄5 | ||||||||
| 26726 |
An agent-neutral MCP server providing SQLite key/value storage, Postgres knowle…
|
B 76 3⁄4 | ||||||||
| 26727 |
Enables AI assistants to interact with Fastmail services, providing tools for c…
|
B 76 3⁄4 | ||||||||
| 26728 |
Enables AI assistants to interact with Rapid7 InsightIDR SIEM for investigating…
|
B 76 3⁄4 | ||||||||
| 26729 |
Singapore property prices, HDB resale transactions, land use/zoning, and nearby…
|
B 76 3⁄4 | ||||||||
| 26730 |
Query the Virohana website with your AI: services, products, journal. Open, rea…
|
B 76 2⁄5 | ||||||||
| 26731 |
Display delivery platform for AI agents. Push HTML, dashboards and live data to…
|
B 76 3⁄5 | ||||||||
| 26732 |
Regulatory search engine for EU textile sustainability law: ESPR, DPP, CSRD, CB…
|
B 76 2⁄5 | ||||||||
| 26733 |
Convert handwriting into text, LaTeX math, chemistry, or molecular structures.
|
B 76 2⁄5 | ||||||||
| 26734 |
Provides access to Swiss livestock regulations and compliance data covering ani…
|
B 76 3⁄4 | ||||||||
| 26735 |
An MCP server that enables multi-model debate and consensus building through a …
|
B 76 3⁄4 | ||||||||
| 26736 |
MCP server for the FloopFloop API that lets LLM hosts build, poll, and refine p…
|
B 76 3⁄4 | ||||||||
| 26737 |
YouTube knowledge base for AI agents. Summarize videos, fetch full transcripts …
|
B 76 3⁄4 | ||||||||
| 26738 |
Atlas Cloud MCP Server enables developers to access state-of-the-art AI models …
|
B 76 3⁄4 | ||||||||
| 26739 |
Registry of 37 vetted single-file utilities for LLM and agent code (rate limite…
|
B 76 3⁄4 | ||||||||
| 26740 |
A production-ready template for building monetized MCP servers that require per…
|
B 76 3⁄4 | ||||||||
| 26741 |
Search Elron Club furnished apartments, availability, prices, details, and rent…
|
B 76 2⁄5 | ||||||||
| 26742 |
MCP server with 43 tools for blockchain data — token lookups, wallet balances, …
|
B 76 3⁄4 | ||||||||
| 26743 |
Provides a complete MCP server for managing Proxmox VE infrastructure with 115 …
|
B 76 3⁄4 | ||||||||
| 26744 |
Enables AI assistants to interact with VAST Data clusters for monitoring, listi…
|
B 76 3⁄4 | ||||||||
| 26745 |
Remote MCP server: 19 domain-hygiene and email-auth tools (DNS, SPF, DMARC, DKI…
|
B 76 2⁄5 | ||||||||
| 26746 |
A comprehensive MCP server providing 15 web tools including search, scraping, s…
|
B 76 3⁄4 | ||||||||
| 26747 |
日本の中古バイク・原付の買取相場照会と出張買取申込（神奈川・東京・埼玉・千葉・茨城）。UsedBikeCenter ZAMA公式。
|
B 76 2⁄5 | ||||||||
| 26748 |
Books professional home cleaning services anywhere in metropolitan France end-t…
|
B 76 3⁄4 | ||||||||
| 26749 |
Analyzes YouTube videos using Google's Gemini API, allowing users to get summar…
|
B 76 3⁄4 | ||||||||
| 26750 |
integrations
Claim
Read-only doctrine access for the Agentic AI Blueprint — the industry standard …
|
B 76 3⁄4 | ||||||||