MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 3 hours, 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 28401 |
Enables Claude to execute Minecraft commands and get tab completions through th…
|
C 57 3⁄4 | ||||||||
| 28402 |
xbird
Claim
Twitter/X MCP server with 34 tools — post tweets, search, read timelines, manag…
|
C 57 3⁄4 | ||||||||
| 28403 |
A lightweight server built with FastMCP and SQLite for managing personal financ…
|
C 57 3⁄4 | ||||||||
| 28404 |
Multi-tenant MCP platform with OAuth 2.1, Entra SSO, RBAC and audit logging.
|
C 57 4⁄5 | ||||||||
| 28405 |
Provides technical analysis for Korean and US stocks through natural language q…
|
C 57 3⁄4 | ||||||||
| 28406 |
MCP JSON Sanitizer
Claim
Enables repair of malformed JSON strings into valid JSON for agent workflows by…
|
C 57 3⁄4 | ||||||||
| 28407 |
Connects AI assistants like Claude to Ravira's dental practice AI receptionist.…
|
C 57 3⁄4 | ||||||||
| 28408 |
MCP server for accessing Sessionize event data. Query speakers, sessions, and s…
|
C 57 3⁄4 | ||||||||
| 28409 |
An MCP server that exposes workflow actions, wizards, and specialized operation…
|
C 57 3⁄4 | ||||||||
| 28410 |
An MCP server that connects Bouncie OBD2 vehicle tracking data to AI assistants…
|
C 57 3⁄4 | ||||||||
| 28411 |
immoswipe-ai
Claim
Search Swiss rentals & homes, housing guides/FAQs, tenant Chancen-Check and Mie…
|
C 57 3⁄5 | ||||||||
| 28412 |
[gitmcp.io](https://gitmcp.io/) is a generic remote MCP server to connect to AN…
|
C 57 4⁄5 | ||||||||
| 28413 |
MCP server for VertaaUX.ai — run UX & accessibility audits, generate fixes, and…
|
C 57 3⁄4 | ||||||||
| 28414 |
Turn messy text into strict JSON schemas agents can trust (invoice, receipt, co…
|
C 57 2⁄5 | ||||||||
| 28415 |
An MCP server for interacting with Pagure git forges such as src.fedoraproject.…
|
C 57 3⁄4 | ||||||||
| 28416 |
Typed on-prem knowledge graph for AI agents — read-only for humans, write-only …
|
C 57 4⁄5 | ||||||||
| 28417 |
schematica-mcp-server
Claim
Schematica MCP Server provides 8 tools for AI agents to browse, search, and man…
|
C 57 3⁄4 | ||||||||
| 28418 |
An MCP server that provides read-only access to the Paprika Recipe Manager, all…
|
C 57 3⁄4 | ||||||||
| 28419 |
An IMAP client MCP server for reading mail from Dovecot or Synology MailPlus ma…
|
C 57 3⁄4 | ||||||||
| 28420 |
Enables AI assistants to access and analyze intervals.icu training data includi…
|
C 57 3⁄4 | ||||||||
| 28421 |
MCP server for the vTurb Analytics API that exposes 15 tools to query real-time…
|
C 57 3⁄4 | ||||||||
| 28422 |
Provides access to body composition data from FeelFit smart scales, including m…
|
C 57 3⁄4 | ||||||||
| 28423 |
An MCP server that enables users to manage equity holdings, execute trades, and…
|
C 57 3⁄4 | ||||||||
| 28424 |
A Model Context Protocol server that provides cryptocurrency data tools and res…
|
C 57 3⁄4 | ||||||||
| 28425 |
AI-driven Padel app
|
C 57 3⁄4 | ||||||||
| 28426 |
Annotate variants by with a deep and rich set of data. Can annotate: genetic ch…
|
C 57 3⁄4 | ||||||||
| 28427 |
GetMonitor MCP Server
Claim
Connects AI assistants to GetMonitor status pages, monitors, incidents, and mai…
|
C 57 3⁄4 | ||||||||
| 28428 |
An MCP server for Crisp's Hugo AI Agent that automates PageFly refund request h…
|
C 57 3⁄4 | ||||||||
| 28429 |
Enables AI assistants to control Cadence Xcelium and SimVision simulators in re…
|
C 57 3⁄4 | ||||||||
| 28430 |
Self-improving documentation engine that ingests Slack and GitHub PRs to detect…
|
C 57 3⁄4 | ||||||||
| 28431 |
An MCP server that exposes Smartcar's vehicle API as tools, enabling AI agents …
|
C 57 3⁄4 | ||||||||
| 28432 |
PatSnap Life Sciences
Claim
Search 1B+ biological sequences, antibodies, and multi-omics data via specializ…
|
C 57 3⁄4 | ||||||||
| 28433 |
An HR management server that provides access to employee directory information,…
|
C 56 3⁄4 | ||||||||
| 28434 |
BotSpot
Claim
Full-lifecycle algorithmic trading MCP server. AI strategy generation from plai…
|
C 56 3⁄4 | ||||||||
| 28435 |
Hosted MCP server for real-world data: business registries, sanctions, companie…
|
C 56 3⁄5 | ||||||||
| 28436 |
SpaceX MCP — wraps SpaceX API v4 (free, no auth)
|
C 56 4⁄5 | ||||||||
| 28437 |
Validate Meta-ExternalAgent and Meta-WebIndexer IP addresses. Remote MCP valida…
|
C 56 3⁄5 | ||||||||
| 28438 |
An MCP server that enables users to control a MeTube instance for managing yt-d…
|
C 56 3⁄4 | ||||||||
| 28439 |
Enables querying and analyzing XBRL financial data through natural language, us…
|
C 56 3⁄4 | ||||||||
| 28440 |
Audit any Airbnb, VRBO, or STR listing URL for dollar-denominated revenue gaps.…
|
C 56 3⁄4 | ||||||||
| 28441 |
Validate whether an IP address belongs to Bingbot. Remote MCP server exposing a…
|
C 56 3⁄5 | ||||||||
| 28442 |
jcrawl4ai-mcp-server
Claim
jcrawl4ai-mcp-server
|
C 56 3⁄4 | ||||||||
| 28443 |
A dependency-free MCP server for Apache Incubator PMC oversight that helps iden…
|
C 56 3⁄4 | ||||||||
| 28444 |
A Python-based MCP server that exposes auto parts inventory data stored in Goog…
|
C 56 3⁄4 | ||||||||
| 28445 |
Validate GPTBot and OAI-SearchBot IP addresses. Remote MCP validate_ip tool.
|
C 56 3⁄5 | ||||||||
| 28446 |
Discover and hire AI agents with micropayments. Search, check reputation, get p…
|
C 56 3⁄5 | ||||||||
| 28447 |
Enables ChatGPT to call an orchestrator agent via a single MCP tool, currently …
|
C 56 3⁄4 | ||||||||
| 28448 |
Doggi MCP Server
Claim
Provides structured investor psychology coaching tools for the Doggi (Careful S…
|
C 56 3⁄4 | ||||||||
| 28449 |
A semantic gap detection tool that identifies miscommunication and misalignment…
|
C 56 3⁄4 | ||||||||
| 28450 |
A minimal Python MCP server that provides surf forecasts for a single Surfline …
|
C 56 3⁄4 | ||||||||