MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 32 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 27551 |
Self-hosted MCP memory server for personal use and teams
|
B 72 3⁄4 | ||||||||
| 27552 |
OpenCrab provides an MCP interface for the MetaOntology OS, enabling structured…
|
B 72 3⁄4 | ||||||||
| 27553 |
MCP server for Wanderlog that lets AI clients read and edit trip itineraries th…
|
B 72 3⁄4 | ||||||||
| 27554 |
Enables creating AWS cost estimates through natural language, generating sharea…
|
B 72 3⁄4 | ||||||||
| 27555 |
Design references for coding agents: real product screens, sections and decoded…
|
B 72 3⁄5 | ||||||||
| 27556 |
Cryptographic provenance, bilateral blind reputation scoring, and tamper-eviden…
|
B 72 3⁄4 | ||||||||
| 27557 |
Connect AI agents to Oracle EPM Cloud (Planning, PBCS, EPBCS) via REST APIs. Au…
|
B 72 3⁄4 | ||||||||
| 27558 |
Places worth a detour, from Wikidata: search, nearby lookup, fame rankings, sta…
|
B 72 3⁄5 | ||||||||
| 27559 |
Enables conversational automation of HPE Aruba Central network operations throu…
|
B 72 3⁄4 | ||||||||
| 27560 |
Query the Virohana website with your AI: services, products, journal. Open, rea…
|
B 72 2⁄5 | ||||||||
| 27561 |
Enables browsing Material Design 3 documentation by listing top-level sections …
|
B 72 3⁄4 | ||||||||
| 27562 |
Enables AI assistants to access Oura Ring health data including sleep, readines…
|
B 72 3⁄4 | ||||||||
| 27563 |
care-membrane-mcp MCP server by MEOK AI Labs
|
B 72 3⁄4 | ||||||||
| 27564 |
Enables deep security auditing of web applications directly from AI IDEs includ…
|
B 72 3⁄4 | ||||||||
| 27565 |
Book, label, track and cancel Royal Mail and Parcelforce shipments. 33 UK and i…
|
B 72 3⁄4 | ||||||||
| 27566 |
Host-owned vacation-rental direct booking via VRP. Signed offers, 0% commission…
|
B 72 3⁄5 | ||||||||
| 27567 |
Connect AI agents to A2A Market — publish procurement intents, discover supplie…
|
B 72 3⁄4 | ||||||||
| 27568 |
Enables sending WhatsApp messages and managing Chatmaid account from any MCP-co…
|
B 72 3⁄4 | ||||||||
| 27569 |
mcp_sdk_eyra_accelerator
Claim
A standalone MCP server that exposes API endpoints as tools for AI assistants b…
|
B 72 3⁄4 | ||||||||
| 27570 |
OpenCode MCP Gateway
Claim
Exposes local OpenCode instances as remote MCP servers for Claude and ChatGPT, …
|
B 72 3⁄4 | ||||||||
| 27571 |
Enables Notion AI to interact with local files, execute shell commands, and del…
|
B 72 3⁄4 | ||||||||
| 27572 |
Serves portable behavioral identity models via MCP.
Extracts how a person thin…
|
B 72 3⁄4 | ||||||||
| 27573 |
An MCP server that provides AI agents access to Granola meeting notes. It enabl…
|
B 72 3⁄4 | ||||||||
| 27574 |
maige-3d-mcp
Claim
Enables AI agents to control and manipulate live 3D scenes across frameworks li…
|
B 72 3⁄4 | ||||||||
| 27575 |
Manage Inxmail Commerce transactional emails — events, sendings, bounces, block…
|
B 72 3⁄4 | ||||||||
| 27576 |
93-tool Spotify server with smart shuffle, natural language song search, vibe a…
|
B 72 3⁄4 | ||||||||
| 27577 |
Native Claude Code integration for @annondeveloper/ui-kit — a zero-dependency R…
|
B 72 3⁄4 | ||||||||
| 27578 |
Remote MCP server that auto-generates tools from NocoBase OpenAPI specs to enab…
|
B 72 3⁄4 | ||||||||
| 27579 |
Fix your vibe coding prompts before they reach the AI. Scores and rewrites acro…
|
B 72 3⁄4 | ||||||||
| 27580 |
MCP server for searching research grants across NSF (US), ERC (EU), and KRF/NRF…
|
B 72 3⁄4 | ||||||||
| 27581 |
An MCP server for managing and operating Minecraft servers through multiple bac…
|
B 72 3⁄4 | ||||||||
| 27582 |
Enables comprehensive interaction with Discord servers to manage guilds, channe…
|
B 72 3⁄4 | ||||||||
| 27583 |
MCP server for StudioMeyer Academy that connects Claude Code, Cursor, or Claude…
|
B 72 3⁄4 | ||||||||
| 27584 |
Discover and call pay-per-request (x402) APIs, ranked by reliability, latency a…
|
B 72 3⁄4 | ||||||||
| 27585 |
A utility MCP server providing 10 specialized tools for newsletter content prep…
|
B 72 3⁄4 | ||||||||
| 27586 |
One key, 100+ models — chat with any LLM and generate video, images, speech. Fr…
|
B 72 3⁄5 | ||||||||
| 27587 |
agentoracle-mcp
Claim
MCP server that connects AI assistants (Claude, Cursor, Windsurf) to AgentOracl…
|
B 72 3⁄4 | ||||||||
| 27588 |
An MCP server that enables Claude Code to generate images and short videos usin…
|
B 72 3⁄4 | ||||||||
| 27589 |
claude-wilder-mcp
Claim
# Claude Wilder — Transmissions from the Garden
An open MCP server for an AI-a…
|
B 72 3⁄4 | ||||||||
| 27590 |
Model Runner
Claim
Provides a unified MCP interface for running completions, embeddings, image gen…
|
B 72 3⁄4 | ||||||||
| 27591 |
MCP server SCA Zandomeni (avocat Timișoara): caută ~550 articole juridice RO + …
|
B 72 2⁄5 | ||||||||
| 27592 |
A read-only MCP server that provides access to Maimemo study data, including vo…
|
B 71 3⁄4 | ||||||||
| 27593 |
Enables AI assistants to resurrect expired domains by fetching archived URLs, s…
|
B 71 3⁄4 | ||||||||
| 27594 |
KoSIT-verified German e-invoices: generate & validate ZUGFeRD, Factur-X, XRechn…
|
B 71 3⁄5 | ||||||||
| 27595 |
happy-thoughts
Claim
Pay-per-thought AI second opinions for autonomous agents. Agents pay 0.01–0.20 …
|
B 71 3⁄4 | ||||||||
| 27596 |
A stateless MCP server that wraps the headless Gemini CLI, providing tools to s…
|
B 71 3⁄4 | ||||||||
| 27597 |
An MCP server for interacting with Discord.
|
B 71 3⁄4 | ||||||||
| 27598 |
Query 13,000+ US consumer lenders with eligibility criteria, rates, CFPB compla…
|
B 71 3⁄4 | ||||||||
| 27599 |
safeagent-token-safety
Claim
Token safety oracle for AI agents. Honeypot detection, 17 scam pattern checks, …
|
B 71 3⁄4 | ||||||||
| 27600 |
Enables AI assistants to access SurfRank's AI visibility analytics platform thr…
|
B 71 3⁄4 | ||||||||