MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 1 hour, 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 28551 |
A remote MCP server deployed on Cloudflare Workers without authentication, enab…
|
C 57 3⁄4 | ||||||||
| 28552 |
An MCP server that exposes Smartcar's vehicle API as tools, enabling AI agents …
|
C 57 3⁄4 | ||||||||
| 28553 |
MCP JSON Sanitizer
Claim
Enables repair of malformed JSON strings into valid JSON for agent workflows by…
|
C 57 3⁄4 | ||||||||
| 28554 |
An MCP server that enables users to manage equity holdings, execute trades, and…
|
C 57 3⁄4 | ||||||||
| 28555 |
MCP server for email deliverability: validate SPF/DKIM/DMARC/BIMI, check blackl…
|
C 57 3⁄4 | ||||||||
| 28556 |
An MCP server that connects Bouncie OBD2 vehicle tracking data to AI assistants…
|
C 57 3⁄4 | ||||||||
| 28557 |
An MCP server for interacting with Pagure git forges such as src.fedoraproject.…
|
C 57 3⁄4 | ||||||||
| 28558 |
MCP server for VertaaUX.ai — run UX & accessibility audits, generate fixes, and…
|
C 57 3⁄4 | ||||||||
| 28559 |
Connects AI assistants like Claude to Ravira's dental practice AI receptionist.…
|
C 57 3⁄4 | ||||||||
| 28560 |
An MCP server that exposes workflow actions, wizards, and specialized operation…
|
C 57 3⁄4 | ||||||||
| 28561 |
MCP server for the vTurb Analytics API that exposes 15 tools to query real-time…
|
C 57 3⁄4 | ||||||||
| 28562 |
Provides access to body composition data from FeelFit smart scales, including m…
|
C 57 3⁄4 | ||||||||
| 28563 |
Enables Claude to execute Minecraft commands and get tab completions through th…
|
C 57 3⁄4 | ||||||||
| 28564 |
Multi-tenant MCP platform with OAuth 2.1, Entra SSO, RBAC and audit logging.
|
C 57 4⁄5 | ||||||||
| 28565 |
A Model Context Protocol server that provides cryptocurrency data tools and res…
|
C 57 3⁄4 | ||||||||
| 28566 |
An MCP server that provides read-only access to the Paprika Recipe Manager, all…
|
C 57 3⁄4 | ||||||||
| 28567 |
PatSnap Life Sciences
Claim
Search 1B+ biological sequences, antibodies, and multi-omics data via specializ…
|
C 57 3⁄4 | ||||||||
| 28568 |
Kimi Coding MCP
Claim
Wraps the Kimi Coding Search and Fetch APIs into MCP tools for web searching an…
|
C 57 3⁄4 | ||||||||
| 28569 |
[gitmcp.io](https://gitmcp.io/) is a generic remote MCP server to connect to AN…
|
C 57 4⁄5 | ||||||||
| 28570 |
openclaw-agent-tools
Claim
Weather, code search, currency & Solana trust scoring as MCP tools. Free, no AP…
|
C 57 4⁄5 | ||||||||
| 28571 |
An MCP server that provides Sigma rule validation and configuration capabilitie…
|
C 57 3⁄4 | ||||||||
| 28572 |
AI-driven Padel app
|
C 57 3⁄4 | ||||||||
| 28573 |
Self-improving documentation engine that ingests Slack and GitHub PRs to detect…
|
C 57 3⁄4 | ||||||||
| 28574 |
Typed on-prem knowledge graph for AI agents — read-only for humans, write-only …
|
C 57 4⁄5 | ||||||||
| 28575 |
schematica-mcp-server
Claim
Schematica MCP Server provides 8 tools for AI agents to browse, search, and man…
|
C 57 3⁄4 | ||||||||
| 28576 |
An MCP server for Immich self-hosted photo management that provides AI-accessib…
|
C 57 3⁄4 | ||||||||
| 28577 |
Annotate variants by with a deep and rich set of data. Can annotate: genetic ch…
|
C 57 3⁄4 | ||||||||
| 28578 |
An IMAP client MCP server for reading mail from Dovecot or Synology MailPlus ma…
|
C 57 3⁄4 | ||||||||
| 28579 |
A Model Context Protocol server that provides voice-AI session management and u…
|
C 57 3⁄4 | ||||||||
| 28580 |
GetMonitor MCP Server
Claim
Connects AI assistants to GetMonitor status pages, monitors, incidents, and mai…
|
C 57 3⁄4 | ||||||||
| 28581 |
Append-only decisions with provenance, supersession, retrieval, and audited MCP…
|
C 57 3⁄5 | ||||||||
| 28582 |
carbon-cashmere-mcp
Claim
Crypto intelligence MCP: 104 tools for market data, ML signals, on-chain analyt…
|
C 57 3⁄4 | ||||||||
| 28583 |
Enables interaction with multiple pre-configured Garmin accounts to query healt…
|
C 57 3⁄4 | ||||||||
| 28584 |
xbird
Claim
Twitter/X MCP server with 34 tools — post tweets, search, read timelines, manag…
|
C 57 3⁄4 | ||||||||
| 28585 |
Enables AI assistants to access and analyze intervals.icu training data includi…
|
C 57 3⁄4 | ||||||||
| 28586 |
A semantic gap detection tool that identifies miscommunication and misalignment…
|
C 56 3⁄4 | ||||||||
| 28587 |
Provides semantic search over a team's coding guidelines corpus using FastMCP, …
|
C 56 3⁄4 | ||||||||
| 28588 |
MCP Context Server
Claim
A secure multi-tenant server that provides real-time context to LLMs via REST A…
|
C 56 3⁄4 | ||||||||
| 28589 |
A Python-based MCP server that exposes auto parts inventory data stored in Goog…
|
C 56 3⁄4 | ||||||||
| 28590 |
This repository implements an MCP (Model Connector Plugin) server for NetBox wi…
|
C 56 3⁄4 | ||||||||
| 28591 |
TryInk lets you upload a tattoo design and a body photo to see exactly how the
…
|
C 56 3⁄4 | ||||||||
| 28592 |
Book4Time MCP Server
Claim
Enables interaction with the Book4Time API through an Azure Function-hosted ser…
|
C 56 3⁄4 | ||||||||
| 28593 |
Demonstrates a complete MCP server implementation supporting both local Ollama …
|
C 56 3⁄4 | ||||||||
| 28594 |
Enables the deployment of a remote Model Context Protocol server on Cloudflare …
|
C 56 3⁄4 | ||||||||
| 28595 |
An MCP server that provides access to the OSS Insight Public API for GitHub rep…
|
C 56 3⁄4 | ||||||||
| 28596 |
Validate GPTBot and OAI-SearchBot IP addresses. Remote MCP validate_ip tool.
|
C 56 3⁄5 | ||||||||
| 28597 |
MCP server for integrating with Roistat marketing analytics platform, enabling …
|
C 56 3⁄4 | ||||||||
| 28598 |
Hosted MCP server for real-world data: business registries, sanctions, companie…
|
C 56 3⁄5 | ||||||||
| 28599 |
Validate whether an IP address belongs to Bingbot. Remote MCP server exposing a…
|
C 56 3⁄5 | ||||||||
| 28600 |
Validate CommonCrawl CCBot IP addresses. Remote MCP validate_ip tool.
|
C 56 3⁄5 | ||||||||