MCP Server Quality Scores
Independent quality analysis of 60909 public MCP servers
Last updated 1 hour, 47 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 26301 |
waysway
Claim
Waysway AI travel MCP for hotels, live prices, restaurants, flights, and activi…
|
B 77 3⁄5 | ||||||||
| 26302 |
ThinkNEO Control Plane
Claim
Enterprise AI governance: spend, guardrails, policy, budgets, compliance, and p…
|
B 77 3⁄5 | ||||||||
| 26303 |
Enables compute of live Vedic astrology birth charts, dashas, kundali matches, …
|
B 77 3⁄4 | ||||||||
| 26304 |
Sharebench — search & pull AI skills, agents, prompts & playbooks (SKILL.md) in…
|
B 77 2⁄5 | ||||||||
| 26305 |
Verified memory infrastructure for AI agents. Every assertion signed, timestamp…
|
B 77 3⁄4 | ||||||||
| 26306 |
Vendor-neutral catalog of 300+ commercial robots: search, compare specs, reques…
|
B 77 3⁄5 | ||||||||
| 26307 |
Fashion product discovery and virtual try-on via the Glance catalog
|
B 77 2⁄5 | ||||||||
| 26308 |
Pay-per-call safety guards for AI agents: injection, tool-call, signing, secret…
|
B 77 2⁄5 | ||||||||
| 26309 |
Search GOV.UK content, retrieve full government pages, look up organisations, a…
|
B 77 3⁄4 | ||||||||
| 26310 |
Living economy for AI agents — Conway's Game of Life physics, energy currency, …
|
B 77 3⁄4 | ||||||||
| 26311 |
stock-mcp-server
Claim
Real-time A-share stock data for AI assistants. Provides real-time stock prices…
|
B 77 3⁄4 | ||||||||
| 26312 |
Enables persistent memory storage and retrieval for MCP clients, allowing AI as…
|
B 77 3⁄4 | ||||||||
| 26313 |
Flight search MCP server providing search, pagination, and itinerary details fo…
|
B 77 3⁄5 | ||||||||
| 26314 |
MCP server for querying Forkast documentation
|
B 77 3⁄5 | ||||||||
| 26315 |
Lead discovery for solo SaaS founders. Searches Reddit, X, YouTube, and TikTok …
|
B 77 3⁄4 | ||||||||
| 26316 |
A prescriptive template for building large MCP servers (20+ tools) organized as…
|
B 77 3⁄4 | ||||||||
| 26317 |
Korean Legal AI — 60 agents, real-time statute verification via law.go.kr. Free…
|
B 77 2⁄5 | ||||||||
| 26318 |
Enables AI assistants to manage Prismatic integrations, components, and flows v…
|
B 77 3⁄4 | ||||||||
| 26319 |
skill2mcp
Claim
Converts SKILL.md documents into MCP-ready tool definitions and generates a dep…
|
B 77 3⁄4 | ||||||||
| 26320 |
Enables remote control of LeCroy oscilloscopes via SCPI commands over LAN to pe…
|
B 77 3⁄4 | ||||||||
| 26321 |
Enables AI assistants to leverage the BMAD methodology with 11 specialized agen…
|
B 77 3⁄4 | ||||||||
| 26322 |
Potisk triček a textilu na míru (ČR) — katalog, ceny, příprava designu a objedn…
|
B 77 2⁄5 | ||||||||
| 26323 |
Enables Claude and Gemini CLI to interact with Hummingbot for automated cryptoc…
|
B 77 3⁄4 | ||||||||
| 26324 |
AI-to-AI Marketplace on Solana. 22 tools: crypto, stocks, GPU, DeFi, sentiment.
|
B 76 2⁄5 | ||||||||
| 26325 |
Atlas Cloud MCP Server enables developers to access state-of-the-art AI models …
|
B 76 3⁄4 | ||||||||
| 26326 |
Location & routing intelligence for AI agents — geocoding, truck routing with h…
|
B 76 3⁄4 | ||||||||
| 26327 |
An agent-neutral MCP server providing SQLite key/value storage, Postgres knowle…
|
B 76 3⁄4 | ||||||||
| 26328 |
Gov info api
Claim
an api wrapper for the us government info api
|
B 76 3⁄4 | ||||||||
| 26329 |
A local-first middleware proxy that proxies multiple MCP servers through a sing…
|
B 76 3⁄4 | ||||||||
| 26330 |
Understand your videos with Reka AI — search, ask questions, and extract insigh…
|
B 76 2⁄5 | ||||||||
| 26331 |
Agent-native cloud, EU-hosted. Provision VMs, networks & databases on redu.clou…
|
B 76 3⁄5 | ||||||||
| 26332 |
Provides an interface to the CloudNet Service REST API v3, enabling AI assistan…
|
B 76 3⁄4 | ||||||||
| 26333 |
Enables interaction with the Bitpanda cryptocurrency exchange through their Dev…
|
B 76 3⁄4 | ||||||||
| 26334 |
Validates startup ideas with a deterministic scorecard, evidence brief, and ver…
|
B 76 3⁄4 | ||||||||
| 26335 |
Read-only BUY / WAIT / AVOID spend gate for paid APIs, MCP endpoints, and x402 …
|
B 76 2⁄5 | ||||||||
| 26336 |
Display delivery platform for AI agents. Push HTML, dashboards and live data to…
|
B 76 2⁄5 | ||||||||
| 26337 |
Enables AI to directly read and analyze Lanhu design drafts and requirement doc…
|
B 76 3⁄4 | ||||||||
| 26338 |
Enables AI assistants to interact with Fastmail services, providing tools for c…
|
B 76 3⁄4 | ||||||||
| 26339 |
A production-grade Model Context Protocol server that provides real-time weathe…
|
B 76 3⁄4 | ||||||||
| 26340 |
Enables AI assistants to interact with Rapid7 InsightIDR SIEM for investigating…
|
B 76 3⁄4 | ||||||||
| 26341 |
scratchpad-mcp is an MCP server that gives AI agents persistent, token-efficien…
|
B 76 3⁄4 | ||||||||
| 26342 |
Argentine oil & gas data — 40+ curated tables: production, wells, prices, inves…
|
B 76 2⁄5 | ||||||||
| 26343 |
Free B2B data enrichment: company lookup, email validation, email patterns, dom…
|
B 76 2⁄5 | ||||||||
| 26344 |
Cloud-hosted MCP server for URnetwork VPN and Proxy
|
B 76 2⁄5 | ||||||||
| 26345 |
Enables Claude to interact with ServiceNow instances through the ServiceNow API…
|
B 76 3⁄4 | ||||||||
| 26346 |
A production-ready template for building monetized MCP servers that require per…
|
B 76 3⁄4 | ||||||||
| 26347 |
YouTube knowledge base for AI agents. Summarize videos, fetch full transcripts …
|
B 76 3⁄4 | ||||||||
| 26348 |
A self-improving knowledge agent that provides local retrieval, web research, a…
|
B 76 3⁄4 | ||||||||
| 26349 |
KoSIT-verified German e-invoices: generate & validate ZUGFeRD, Factur-X, XRechn…
|
B 76 2⁄5 | ||||||||
| 26350 |
Agent-native semantic layer, letting AI agents query databases through specifyi…
|
B 76 3⁄4 | ||||||||