MCP Server Quality Scores
Independent quality analysis of 69343 public MCP servers
Last updated 3 hours, 24 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 28401 |
A browser-accessible Model Context Protocol server that enables AI assistants t…
|
B 72 3⁄4 | ||||||||
| 28402 |
Enables Notion AI to interact with local files, execute shell commands, and del…
|
B 72 3⁄4 | ||||||||
| 28403 |
Host-owned vacation-rental direct booking via VRP. Signed offers, 0% commission…
|
B 72 3⁄5 | ||||||||
| 28404 |
Enables AI assistants to access Oura Ring health data including sleep, readines…
|
B 72 3⁄4 | ||||||||
| 28405 |
Generate PDFs from Markdown or HTML. Zero-auth, agent-native. Returns base64-en…
|
B 72 3⁄5 | ||||||||
| 28406 |
Cryptographic provenance, bilateral blind reputation scoring, and tamper-eviden…
|
B 72 3⁄4 | ||||||||
| 28407 |
Sharp Asian odds + opening-line (初盘) movement for agents: 6 Asian books + Pinna…
|
B 72 3⁄5 | ||||||||
| 28408 |
An MCP server for managing and operating Minecraft servers through multiple bac…
|
B 72 3⁄4 | ||||||||
| 28409 |
Book, label, track and cancel Royal Mail and Parcelforce shipments. 33 UK and i…
|
B 72 3⁄4 | ||||||||
| 28410 |
Search and book appointments at service businesses across Uzbekistan.
|
B 72 2⁄5 | ||||||||
| 28411 |
Connect AI agents to Oracle EPM Cloud (Planning, PBCS, EPBCS) via REST APIs. Au…
|
B 72 3⁄4 | ||||||||
| 28412 |
Discover and call pay-per-request (x402) APIs, ranked by reliability, latency a…
|
B 72 3⁄4 | ||||||||
| 28413 |
Design references for coding agents: real product screens, sections and decoded…
|
B 72 3⁄5 | ||||||||
| 28414 |
Native Claude Code integration for @annondeveloper/ui-kit — a zero-dependency R…
|
B 72 3⁄4 | ||||||||
| 28415 |
Connect AI agents to A2A Market — publish procurement intents, discover supplie…
|
B 72 3⁄4 | ||||||||
| 28416 |
Historical crypto investment and retirement calculators with cited market data.
|
B 72 2⁄5 | ||||||||
| 28417 |
Search US colleges and compare historical admissions, costs and aid using publi…
|
B 72 2⁄5 | ||||||||
| 28418 |
A production-grade MCP server for FIX protocol trading operations that enables …
|
B 72 3⁄4 | ||||||||
| 28419 |
A utility MCP server providing 10 specialized tools for newsletter content prep…
|
B 72 3⁄4 | ||||||||
| 28420 |
maige-3d-mcp
Claim
Enables AI agents to control and manipulate live 3D scenes across frameworks li…
|
B 72 3⁄4 | ||||||||
| 28421 |
Enables creating AWS cost estimates through natural language, generating sharea…
|
B 72 3⁄4 | ||||||||
| 28422 |
Geekflare MCP server for scraping, search, screenshots, broken links, DNS looku…
|
B 72 3⁄5 | ||||||||
| 28423 |
OpenCrab provides an MCP interface for the MetaOntology OS, enabling structured…
|
B 72 3⁄4 | ||||||||
| 28424 |
Fix your vibe coding prompts before they reach the AI. Scores and rewrites acro…
|
B 72 3⁄4 | ||||||||
| 28425 |
A lightweight server that exports CAMEL framework toolkits as MCP-compatible to…
|
B 72 3⁄4 | ||||||||
| 28426 |
MCP server for searching research grants across NSF (US), ERC (EU), and KRF/NRF…
|
B 72 3⁄4 | ||||||||
| 28427 |
KoSIT-verified German e-invoices: generate & validate ZUGFeRD, Factur-X, XRechn…
|
B 72 3⁄5 | ||||||||
| 28428 |
One key, 100+ models: chat with any LLM, generate images and speech. Live model…
|
B 72 3⁄5 | ||||||||
| 28429 |
An MCP server that enables automated analysis and conversion of SSIS packages i…
|
B 72 3⁄4 | ||||||||
| 28430 |
Self-hosted MCP memory server for personal use and teams
|
B 72 3⁄4 | ||||||||
| 28431 |
36 zero-auth developer utilities: MD5/SHA/bcrypt hashing, Base64/hex/URL encodi…
|
B 72 3⁄4 | ||||||||
| 28432 |
MCP server that enables searching Steam games, fetching user reviews with filte…
|
B 72 3⁄4 | ||||||||
| 28433 |
MCP server for Wanderlog that lets AI clients read and edit trip itineraries th…
|
B 72 3⁄4 | ||||||||
| 28434 |
Places worth a detour, from Wikidata: search, nearby lookup, fame rankings, sta…
|
B 72 3⁄5 | ||||||||
| 28435 |
Turn CSV or Excel data into styled choropleth and categorical maps of India fro…
|
B 72 3⁄5 | ||||||||
| 28436 |
Enables sending WhatsApp messages and managing Chatmaid account from any MCP-co…
|
B 72 3⁄4 | ||||||||
| 28437 |
Enables deep security auditing of web applications directly from AI IDEs includ…
|
B 72 3⁄4 | ||||||||
| 28438 |
disvr
Claim
Tool search engine for AI agents. One API call to discover the best MCP server …
|
B 72 3⁄4 | ||||||||
| 28439 |
Enables searching over 5,400 Solana hackathon projects and 84,000 crypto archiv…
|
B 71 3⁄4 | ||||||||
| 28440 |
Omni Service Node
Claim
56 pay-per-call MCP endpoints for AI agents. Market signals, macro economics, c…
|
B 71 3⁄4 | ||||||||
| 28441 |
MCP server for interacting with Tdarr, a distributed transcoding system. Provid…
|
B 71 3⁄4 | ||||||||
| 28442 |
botguard-pro
Claim
Detects bot traffic and wasted spend. Input: site_id. Returns trigger and USD l…
|
B 71 3⁄5 | ||||||||
| 28443 |
Enables AI assistants to query and explore distributed data across EdgeLake nod…
|
B 71 3⁄4 | ||||||||
| 28444 |
An enterprise-grade MCP server that enables AI agents to execute SAP RFC functi…
|
B 71 3⁄4 | ||||||||
| 28445 |
DEPRECATED — this server is no longer maintained.
|
B 71 3⁄5 | ||||||||
| 28446 |
Certified AI agent package marketplace. Browse and install verified packages fo…
|
B 71 3⁄4 | ||||||||
| 28447 |
An MCP server that allows ATLAS physicists to query the ATLAS Metadata Interfac…
|
B 71 3⁄4 | ||||||||
| 28448 |
VMware Aria Operations monitoring — performance metrics, alarms, capacity analy…
|
B 71 3⁄4 | ||||||||
| 28449 |
Provides 77 tools for AI agent communication, enabling agents to manage emails,…
|
B 71 3⁄4 | ||||||||
| 28450 |
Instant pricing for French land-registry documents (etat hypothecaire, deeds). …
|
B 71 2⁄5 | ||||||||