MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 2 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 3351 |
Provides comprehensive code analysis (quality, complexity, linting, dependencie…
|
B 76 5⁄5 | ||||||||
| 3352 |
A FastMCP server for the Animagine XL 4.0 image generation experience that prov…
|
B 76 5⁄4 | ||||||||
| 3353 |
A Model Context Protocol (MCP) server that automates generating LinkedIn post d…
|
B 76 5⁄5 | ||||||||
| 3354 |
Enables AI assistants to perform real-time Google searches with anti-bot protec…
|
B 76 5⁄5 | ||||||||
| 3355 |
An MCP server that enables AI agents to interact with the iExec protocol for co…
|
B 76 5⁄4 | ||||||||
| 3356 |
Enables AI assistants to store and retrieve memories with semantic search capab…
|
B 76 5⁄5 | ||||||||
| 3357 |
Readwise MCP HTTP Server
Claim
Enables searching and accessing Readwise highlights and documents through HTTP …
|
B 76 5⁄5 | ||||||||
| 3358 |
Provides real-time access to cryptocurrency and DEX data across multiple blockc…
|
B 76 5⁄5 | ||||||||
| 3359 |
podman-mcp-server
Claim
A Model Context Protocol (MCP) server for container runtimes (Podman and Docker)
|
B 76 5⁄4 | ||||||||
| 3360 |
Enables programmatic creation and management of draw.io diagrams through MCP to…
|
B 76 5⁄4 | ||||||||
| 3361 |
JSON, YAML, TOML, INI config tools for AI agents
|
B 76 4⁄4 | ||||||||
| 3362 |
A template repository for building Model Context Protocol (MCP) servers with Ty…
|
B 76 5⁄4 | ||||||||
| 3363 |
An advanced MCP server for generating styled QR codes with logos, batch process…
|
B 76 5⁄4 | ||||||||
| 3364 |
Stripe payouts, Shopify orders, and bank transactions unified for reconciliatio…
|
B 76 5⁄4 | ||||||||
| 3365 |
Autonomous agent matchmaking and relationship actions for Machine Hearts.
|
B 76 5⁄4 | ||||||||
| 3366 |
Zoho CRM MCP Server
Claim
Enables read-only interaction with Zoho CRM data through natural language queri…
|
B 76 5⁄5 | ||||||||
| 3367 |
Enables interaction with HashiCorp Vault to read, write, list, and delete secre…
|
B 76 5⁄5 | ||||||||
| 3368 |
Azure AI MCP Server
Claim
Enables comprehensive integration with Azure AI services including OpenAI, Cogn…
|
B 76 5⁄5 | ||||||||
| 3369 |
SSH Model Context Protocol Server - Enable SSH functionality for AI models
|
B 76 5⁄4 | ||||||||
| 3370 |
An ntfy MCP server for sending/fetching ntfy notifications to your self-hosted …
|
B 76 5⁄5 | ||||||||
| 3371 |
mcp-calculator-server
Claim
|
B 76 5⁄4 | ||||||||
| 3372 |
MCP server for read-only PostgreSQL database queries in Claude Desktop
|
B 76 5⁄4 | ||||||||
| 3373 |
MCP Platform
Claim
A reusable runtime infrastructure for hosting Model Context Protocol servers an…
|
B 76 5⁄5 | ||||||||
| 3374 |
Enables editing and querying of Gene Ontology Causal Activity Models (GO-CAMs) …
|
B 76 5⁄5 | ||||||||
| 3375 |
Multi-agent observability: cascade failure detection, heartbeats, and forensic …
|
B 76 5⁄4 | ||||||||
| 3376 |
18 trust tools for AI agents — verify, score, route, compare, and delegate with…
|
B 76 5⁄4 | ||||||||
| 3377 |
Read-only VMware vCenter/ESXi monitoring with 8 MCP tools. Code-level safety.
|
B 76 5⁄4 | ||||||||
| 3378 |
Provides a user-friendly setup wizard that guides users through connecting Clau…
|
B 76 5⁄5 | ||||||||
| 3379 |
Enables AI assistants to access Ramp's developer documentation and API schemas …
|
B 76 5⁄4 | ||||||||
| 3380 |
MWAA MCP Server
Claim
Enables management of Amazon Managed Workflows for Apache Airflow (MWAA) enviro…
|
B 76 5⁄5 | ||||||||
| 3381 |
Enable AI assistants to fully interact with Cisco Webex messaging by sending me…
|
B 76 5⁄5 | ||||||||
| 3382 |
Record MCP Server
Claim
Enables storing and managing dynamic review records with custom schemas for any…
|
B 76 5⁄5 | ||||||||
| 3383 |
Stores AI memories as Markdown files for visualization in Obsidian's graph view…
|
B 76 5⁄4 | ||||||||
| 3384 |
Enables Claude Desktop to download files from web URLs with automatic browser f…
|
B 76 5⁄4 | ||||||||
| 3385 |
Provides AI assistants with full-text search access to your Obsidian vault, all…
|
B 76 5⁄4 | ||||||||
| 3386 |
A sophisticated server that enables AI assistants to automatically analyze code…
|
B 76 5⁄5 | ||||||||
| 3387 |
An MCP server implementation that integrates Claude with Salesforce, enabling n…
|
B 76 5⁄5 | ||||||||
| 3388 |
Fetches and processes Hacker News discussions to prepare them for Claude to gen…
|
B 76 5⁄5 | ||||||||
| 3389 |
Sales Intelligence · B2B Lead Extraction
An MCP (Model Context Protocol) server…
|
B 76 5⁄5 | ||||||||
| 3390 |
Run queries and pull information about your TigerData Cloud's PostgreSQL databa…
|
B 76 5⁄4 | ||||||||
| 3391 |
Binspire MCP
Claim
Connects LLMs to the Binspire API to build autonomous AI-driven waste managemen…
|
B 76 5⁄5 | ||||||||
| 3392 |
Generates AI-powered clarifying questions for user task requests using Claude, …
|
B 76 5⁄5 | ||||||||
| 3393 |
A read-only MCP server that provides visibility into Parallels Remote Applicati…
|
B 76 5⁄5 | ||||||||
| 3394 |
MCP server to interact with the UCSC Genome Browser API, letting you find genom…
|
B 76 5⁄5 | ||||||||
| 3395 |
Website Generator
Claim
Website Generator
|
B 76 5⁄4 | ||||||||
| 3396 |
21 MCP tools for math, randomness, dates, encoding, hashing, and more — determi…
|
B 76 5⁄4 | ||||||||
| 3397 |
This MCP server allows users to create, manage, and serve web applications thro…
|
B 76 5⁄5 | ||||||||
| 3398 |
MCP server for Coda.io — docs, pages, tables, rows, formulas, and automations.
|
B 76 5⁄4 | ||||||||
| 3399 |
Smarter reads, safer edits. An MCP plugin that cuts token usage and catches edi…
|
B 76 5⁄4 | ||||||||
| 3400 |
Enables AI language models to interact with YouTube content through the YouTube…
|
B 76 5⁄5 | ||||||||