MCP Server Quality Scores
Independent quality analysis of 69365 public MCP servers
Last updated 4 hours, 24 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 29251 |
offer-quest mcp
Claim
A fast, secure, and LLM-friendly Model Context Protocol (MCP) server that scrap…
|
C 58 3⁄4 | ||||||||
| 29252 |
A Model Context Protocol (MCP) server that exposes the full WhoisFreaks API sui…
|
C 58 3⁄4 | ||||||||
| 29253 |
An AI-powered conversational assistant that builds detailed user investment pro…
|
C 58 3⁄4 | ||||||||
| 29254 |
AskNeedl
Claim
Enterprise AI for trusted intelligence
|
C 58 3⁄5 | ||||||||
| 29255 |
Model intelligence for AI agents — syntax, params, pricing for 67+ generative A…
|
C 58 4⁄5 | ||||||||
| 29256 |
Typed on-prem knowledge graph for AI agents — read-only for humans, write-only …
|
C 57 4⁄5 | ||||||||
| 29257 |
carbon-cashmere-mcp
Claim
Crypto intelligence MCP: 104 tools for market data, ML signals, on-chain analyt…
|
C 57 3⁄4 | ||||||||
| 29258 |
Provides technical analysis for Korean and US stocks through natural language q…
|
C 57 3⁄4 | ||||||||
| 29259 |
An MCP server for interacting with Pagure git forges such as src.fedoraproject.…
|
C 57 3⁄4 | ||||||||
| 29260 |
An MCP server that connects Bouncie OBD2 vehicle tracking data to AI assistants…
|
C 57 3⁄4 | ||||||||
| 29261 |
An MCP server that exposes workflow actions, wizards, and specialized operation…
|
C 57 3⁄4 | ||||||||
| 29262 |
MCP server for the vTurb Analytics API that exposes 15 tools to query real-time…
|
C 57 3⁄4 | ||||||||
| 29263 |
Self-improving documentation engine that ingests Slack and GitHub PRs to detect…
|
C 57 3⁄4 | ||||||||
| 29264 |
openclaw-agent-tools
Claim
Weather, code search, currency & Solana trust scoring as MCP tools. Free, no AP…
|
C 57 4⁄5 | ||||||||
| 29265 |
MCP JSON Sanitizer
Claim
Enables repair of malformed JSON strings into valid JSON for agent workflows by…
|
C 57 3⁄4 | ||||||||
| 29266 |
Kimi Coding MCP
Claim
Wraps the Kimi Coding Search and Fetch APIs into MCP tools for web searching an…
|
C 57 3⁄4 | ||||||||
| 29267 |
[gitmcp.io](https://gitmcp.io/) is a generic remote MCP server to connect to AN…
|
C 57 4⁄5 | ||||||||
| 29268 |
A remote MCP server deployed on Cloudflare Workers without authentication, enab…
|
C 57 3⁄4 | ||||||||
| 29269 |
MCP server for email deliverability: validate SPF/DKIM/DMARC/BIMI, check blackl…
|
C 57 3⁄4 | ||||||||
| 29270 |
Enables Claude to execute Minecraft commands and get tab completions through th…
|
C 57 3⁄4 | ||||||||
| 29271 |
MCP server for VertaaUX.ai — run UX & accessibility audits, generate fixes, and…
|
C 57 3⁄4 | ||||||||
| 29272 |
PatSnap Life Sciences
Claim
Search 1B+ biological sequences, antibodies, and multi-omics data via specializ…
|
C 57 3⁄4 | ||||||||
| 29273 |
Enables AI assistants to control Cadence Xcelium and SimVision simulators in re…
|
C 57 3⁄4 | ||||||||
| 29274 |
An MCP server for Crisp's Hugo AI Agent that automates PageFly refund request h…
|
C 57 3⁄4 | ||||||||
| 29275 |
A Model Context Protocol server that provides voice-AI session management and u…
|
C 57 3⁄4 | ||||||||
| 29276 |
An MCP server that enables users to manage equity holdings, execute trades, and…
|
C 57 3⁄4 | ||||||||
| 29277 |
An MCP server for Immich self-hosted photo management that provides AI-accessib…
|
C 57 3⁄4 | ||||||||
| 29278 |
A Model Context Protocol server that provides cryptocurrency data tools and res…
|
C 57 3⁄4 | ||||||||
| 29279 |
Append-only decisions with provenance, supersession, retrieval, and audited MCP…
|
C 57 3⁄5 | ||||||||
| 29280 |
AI-driven Padel app
|
C 57 3⁄4 | ||||||||
| 29281 |
An MCP server that exposes Smartcar's vehicle API as tools, enabling AI agents …
|
C 57 3⁄4 | ||||||||
| 29282 |
GeM MCP Server
Claim
Enables users to search, track, and analyze procurement data from India's Gover…
|
C 57 3⁄4 | ||||||||
| 29283 |
An MCP server that provides Sigma rule validation and configuration capabilitie…
|
C 57 3⁄4 | ||||||||
| 29284 |
An IMAP client MCP server for reading mail from Dovecot or Synology MailPlus ma…
|
C 57 3⁄4 | ||||||||
| 29285 |
Multi-tenant MCP platform with OAuth 2.1, Entra SSO, RBAC and audit logging.
|
C 57 4⁄5 | ||||||||
| 29286 |
GetMonitor MCP Server
Claim
Connects AI assistants to GetMonitor status pages, monitors, incidents, and mai…
|
C 57 3⁄4 | ||||||||
| 29287 |
An MCP server that provides read-only access to the Paprika Recipe Manager, all…
|
C 57 3⁄4 | ||||||||
| 29288 |
Enables AI assistants to access and analyze intervals.icu training data includi…
|
C 57 3⁄4 | ||||||||
| 29289 |
Trouver et contacter des artisans du batiment en France. Gratuit, sans commissi…
|
C 57 3⁄5 | ||||||||
| 29290 |
Enables interaction with multiple pre-configured Garmin accounts to query healt…
|
C 57 3⁄4 | ||||||||
| 29291 |
Provides access to body composition data from FeelFit smart scales, including m…
|
C 57 3⁄4 | ||||||||
| 29292 |
MCP server for accessing Sessionize event data. Query speakers, sessions, and s…
|
C 57 3⁄4 | ||||||||
| 29293 |
immoswipe-ai
Claim
Search Swiss rentals & homes, housing guides/FAQs, tenant Chancen-Check and Mie…
|
C 57 3⁄5 | ||||||||
| 29294 |
Connects AI assistants like Claude to Ravira's dental practice AI receptionist.…
|
C 57 3⁄4 | ||||||||
| 29295 |
Annotate variants by with a deep and rich set of data. Can annotate: genetic ch…
|
C 57 3⁄4 | ||||||||
| 29296 |
A lightweight server built with FastMCP and SQLite for managing personal financ…
|
C 57 3⁄4 | ||||||||
| 29297 |
schematica-mcp-server
Claim
Schematica MCP Server provides 8 tools for AI agents to browse, search, and man…
|
C 57 3⁄4 | ||||||||
| 29298 |
xbird
Claim
Twitter/X MCP server with 34 tools — post tweets, search, read timelines, manag…
|
C 57 3⁄4 | ||||||||
| 29299 |
Provides semantic search over a team's coding guidelines corpus using FastMCP, …
|
C 56 3⁄4 | ||||||||
| 29300 |
Validate GPTBot and OAI-SearchBot IP addresses. Remote MCP validate_ip tool.
|
C 56 3⁄5 | ||||||||