MCP Server Quality Scores
Independent quality analysis of 48900 public MCP servers
Last updated 1 hour, 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19551 |
Provides a shared context layer for AI agent teams to improve token efficiency …
|
B 82 3⁄3 | ||||||||
| 19552 |
x402 micropayments for AI agents — credits-based, no wallets, no blockchain.
|
B 82 3⁄3 | ||||||||
| 19553 |
Persistent project memory + architectural decisions + pre-execution safety hook…
|
B 82 3⁄3 | ||||||||
| 19554 |
First-party MCP server for Kaskad Protocol — a DeFi lending protocol on Igra L2…
|
B 82 3⁄3 | ||||||||
| 19555 |
|
B 82 3⁄3 | ||||||||
| 19556 |
Manages Google Play Store listing text through the official Android Publisher A…
|
B 82 3⁄3 | ||||||||
| 19557 |
Multi-chain AML risk scoring and sanctions screening for AI agents. 76+ detecti…
|
B 82 3⁄3 | ||||||||
| 19558 |
Project memory for Claude: decisions, pipelines, and constraints across convers…
|
B 82 3⁄3 | ||||||||
| 19559 |
PentestThinkingMCP: AI-Driven Multi-Stage Penetration Testing Framework
Part of…
|
B 82 3⁄3 | ||||||||
| 19560 |
A Model Context Protocol (MCP) server for the Holded Invoice API. This server a…
|
B 82 4⁄3 | ||||||||
| 19561 |
cURL MCP Server
Claim
Enables LLMs to make HTTP requests using structured cURL commands with support …
|
B 82 4⁄4 | ||||||||
| 19562 |
Enables users to define and run MCP tools using declarative YAML configs with b…
|
B 82 3⁄3 | ||||||||
| 19563 |
Longevity medicine MCP: medication dosing, labs, monitoring, drug interactions …
|
B 82 3⁄3 | ||||||||
| 19564 |
A lightweight, powerful local memory server for AI agents supporting text, enti…
|
B 82 3⁄3 | ||||||||
| 19565 |
Enables Git repository interaction and automation via LLMs, providing tools to …
|
B 82 3⁄3 | ||||||||
| 19566 |
Enables AI assistants to access and analyze MonarchMoney personal finance data …
|
B 82 4⁄4 | ||||||||
| 19567 |
MCP server that connects AI assistants to your reMarkable tablet, enabling read…
|
B 82 3⁄3 | ||||||||
| 19568 |
MCP server for dbatools — exposes SQL Server management commands as MCP tools
|
B 82 3⁄3 | ||||||||
| 19569 |
A Model Context Protocol server that provides secure access to N Lobby school p…
|
B 82 3⁄3 | ||||||||
| 19570 |
Governed memory for coding agents. Trust lifecycle, conflict detection, health …
|
B 82 3⁄3 | ||||||||
| 19571 |
.
|
B 82 3⁄3 | ||||||||
| 19572 |
MCP server exposing rpcbind/RPC portmapper functionality
|
B 82 3⁄3 | ||||||||
| 19573 |
Reddit Ads MCP: campaigns, ad groups, ads, reporting, and audience targeting.
|
B 82 3⁄3 | ||||||||
| 19574 |
MCP server for Apple's Icon Composer: programmatically create .icon bundles wit…
|
B 82 3⁄3 | ||||||||
| 19575 |
Browser and mobile app automation using WebdriverIO, enabling AI agents to cont…
|
B 82 4⁄3 | ||||||||
| 19576 |
SSWP MCP — Deterministic software attestation for AI-augmented development. Wit…
|
B 82 3⁄3 | ||||||||
| 19577 |
Security scanner for MCP servers. Detects backdoors, exfiltration code, obfusca…
|
B 82 3⁄3 | ||||||||
| 19578 |
MCP server that audits other MCP servers. Run MCPWatch security scans from insi…
|
B 82 3⁄3 | ||||||||
| 19579 |
tactual
Claim
Screen-reader navigation cost analyzer. Models real AT user effort with per-pro…
|
B 81 3⁄3 | ||||||||
| 19580 |
A visual designer pen for Claude Code that lets users click, drag, or draw on w…
|
B 81 3⁄3 | ||||||||
| 19581 |
Forgespec MCP facilitates Spec-Driven Development (SDD) by providing tools for …
|
B 81 3⁄3 | ||||||||
| 19582 |
MCP server for Google Search Console, enabling querying search analytics, URL i…
|
B 81 3⁄3 | ||||||||
| 19583 |
Pseudonymizes sensitive data before it reaches cloud LLMs and restores it on th…
|
B 81 3⁄3 | ||||||||
| 19584 |
Avito API MCP for AI agents — 148 tools, safe-by-default, stdio or remote HTTP …
|
B 81 3⁄3 | ||||||||
| 19585 |
An MCP server that allows AI agents to interact with and debug Tauri applicatio…
|
B 81 4⁄3 | ||||||||
| 19586 |
MCP server connecting AI assistants to Autodesk Revit through a local bridge.
|
B 81 3⁄3 | ||||||||
| 19587 |
Unified MCP Server for Obsidian - graph-based note management with semantic cla…
|
B 81 3⁄3 | ||||||||
| 19588 |
OpenAPI definitions, converters and LLM function calling schema composer.
|
B 81 4⁄3 | ||||||||
| 19589 |
AI logo design MCP server — generates SVG logos with text-to-path conversion, S…
|
B 81 3⁄3 | ||||||||
| 19590 |
Cognio
Claim
Persistent semantic memory server for AI assistants via MCP, enabling long-term…
|
B 81 4⁄3 | ||||||||
| 19591 |
AI-powered security operations for Wazuh SIEM—use any MCP-compatible client to …
|
B 81 4⁄3 | ||||||||
| 19592 |
Enables remote Linux VM management via SSH with automatic safety checks for des…
|
B 81 3⁄3 | ||||||||
| 19593 |
pipepie
Claim
Self-hosted webhook relay and tunnel with Noise NK encryption. 13 MCP tools to …
|
B 81 3⁄3 | ||||||||
| 19594 |
A small Model Context Protocol (MCP) server that gives an LLM eyes on your desk…
|
B 81 3⁄3 | ||||||||
| 19595 |
Ranked local code-graph context for AI coding agents. Intercepts reads + greps.…
|
B 81 3⁄3 | ||||||||
| 19596 |
MCP server giving AI a knowledge graph over Obsidian vaults. 13-layer scoring t…
|
B 81 3⁄3 | ||||||||
| 19597 |
Google Search Console MCP server: SEO audits, performance queries, URL inspecti…
|
B 81 3⁄3 | ||||||||
| 19598 |
Formally verified AI safety APIs. 75+ endpoints, pay-per-call via USDC x402, no…
|
B 81 3⁄3 | ||||||||
| 19599 |
A read-only MCP server for Robinhood portfolio research. Wraps robin_stocks to …
|
B 81 3⁄3 | ||||||||
| 19600 |
Playwright for the entire OS. Gives AI agents the ability to see, find, and int…
|
B 81 3⁄3 | ||||||||