MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 0 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40301 |
imagefeatures-mcp
Claim
An MCP server that provides classic computer vision feature extraction tools (c…
|
— | ||||||||
| 40302 |
witness-mcp
Claim
Enables to interact with job application workflows through MCP, allowing users …
|
— | ||||||||
| 40303 |
12 deterministic calendar tools — temporal context, scheduling, availability, a…
|
— | ||||||||
| 40304 |
Laytime Calculator Pro
Claim
AI-powered laytime, demurrage and despatch calculation for ship chartering. Sen…
|
— | ||||||||
| 40305 | — | |||||||||
| 40306 |
MCP Knowledge Viz
Claim
Enables storage and semantic search of facts, and interactive 3D visualization …
|
— | ||||||||
| 40307 |
Provides WebAssembly-based, sandboxed tools for JavaScript execution, binary di…
|
— | ||||||||
| 40308 |
Enable AI-driven creation and validation of Eagle CAD components by bridging Cl…
|
— | ||||||||
| 40309 |
Autotask Search
Claim
Enables LLMs to search and retrieve Autotask tickets, companies, and contacts u…
|
— | ||||||||
| 40310 |
Enables Directus users to interact with their data in LLMs, allowing content ed…
|
— | ||||||||
| 40311 |
Meraki MCP Server
Claim
Exposes a curated subset of the Cisco Meraki Dashboard API to MCP-aware clients…
|
— | ||||||||
| 40312 |
jakubs-mcp-tools
Claim
MCP server for infrastructure discovery and remote management, enabling SSH com…
|
— | ||||||||
| 40313 |
InfraNode
Claim
Keyless open data for 84 German cities: 12 lean read-only MCP tools covering 67…
|
— | ||||||||
| 40314 |
MTRKR MCP Server
Claim
A read-only MCP server connecting AI agents to MTRKR wallet intelligence on Meg…
|
— | ||||||||
| 40315 |
stackql
Claim
Open source SQL-native query and provisioning engine for cloud and SaaS infrast…
|
— | ||||||||
| 40316 |
b/cited
Claim
AEO tools: scan any URL for AI-citation readiness, read the public leaderboard …
|
— | ||||||||
| 40317 |
adt-mcp
Claim
Multi-system MCP server for reading and writing ABAP source via SAP ADT, with w…
|
— | ||||||||
| 40318 |
llm-fallback-mcp
Claim
MCP server that completes prompts with automatic provider fallback across OpenA…
|
— | ||||||||
| 40319 |
dns-mcp
Claim
Enables DNS record CRUD operations (list, get, create, update, delete) through …
|
— | ||||||||
| 40320 |
truenas-mcp
Claim
Read-only MCP server for TrueNAS SCALE 25.10+ that connects via JSON-RPC 2.0 We…
|
— | ||||||||
| 40321 |
cxdb-mcp
Claim
A Model Context Protocol (MCP) server that gives Claude direct, read-only acces…
|
— | ||||||||
| 40322 |
lol-mcp
Claim
A FastMCP server that exposes REST API endpoints as Model Context Protocol tool…
|
— | ||||||||
| 40323 |
SolidWorks MCP Server
Claim
A Node.js MCP server that connects AI assistants to SolidWorks for CAD automati…
|
— | ||||||||
| 40324 |
Construction MCP Server
Claim
Ultra-lightweight MCP server for construction calculations and material estimat…
|
— | ||||||||
| 40325 |
TutorClaw MCP
Claim
An MCP server that transforms OpenClaw into a programming tutor using PRIMM-Lit…
|
— | ||||||||
| 40326 |
Freelancer MCP Server
Claim
Connects Claude to Freelancer.com, enabling project search, bidding, messaging,…
|
— | ||||||||
| 40327 |
Angel One
Claim
Angel One SmartAPI MCP for orders, portfolio, market data, GTT rules, charges, …
|
— | ||||||||
| 40328 |
seo-checker-ai-mcp
Claim
seo-checker-ai-mcp MCP server by MEOK AI Labs
|
— | ||||||||
| 40329 |
Generate authentic pixel art - sprites, animations, and tilesets - from any MCP…
|
— | ||||||||
| 40330 |
eventin-mcp-server
Claim
MCP server for interacting with the Eventin booking system, enabling natural la…
|
— | ||||||||
| 40331 |
coinopai-mcp
Claim
Kronos crypto signals + trade decisions + 819 automation prompts. x402 micropay…
|
— | ||||||||
| 40332 |
MongoDB MCP Server
Claim
Enables AI assistants to interact with MongoDB databases through natural langua…
|
— | ||||||||
| 40333 |
mcp-server-251215
Claim
|
— | ||||||||
| 40334 |
postgres-recommender-mcp
Claim
Enables read-only SQL analytics and ALS collaborative filtering recommendations…
|
— | ||||||||
| 40335 |
Keycloak MCP Server
Claim
Enables management of Keycloak identity and access management through the Keycl…
|
— | ||||||||
| 40336 |
personal
Claim
|
— | ||||||||
| 40337 |
lemonado-mcp
Claim
|
— | ||||||||
| 40338 |
androir-mcp
Claim
An MCP server that allows AI agents to drive real Android devices via adb, capt…
|
— | ||||||||
| 40339 |
Claude Chrome MCP
Claim
Enables browser automation through the Claude Chrome Extension, allowing agents…
|
— | ||||||||
| 40340 |
MCParr Server
Claim
Integrates with Radarr and Sonarr to manage your media library, enabling search…
|
— | ||||||||
| 40341 |
A production-quality MCP server that wraps the ClinicalTrials.gov v2 API, provi…
|
— | ||||||||
| 40342 |
LondonIQ MCP Server
Claim
Provides real-time London area intelligence including postcode data, crime, sch…
|
— | ||||||||
| 40343 |
Nimiq MCP Server
Claim
A Model Context Protocol (MCP) server for interacting with the Nimiq blockchain.
|
— | ||||||||
| 40344 |
Mochi MCP Server
Claim
Enables querying MySQL/MariaDB databases by alias from Claude. Supports secure …
|
— | ||||||||
| 40345 |
pbs-mcp
Claim
MCP server for Proxmox Backup Server. Exposes datastore status, snapshot invent…
|
— | ||||||||
| 40346 |
Research Powerpack MCP
Claim
Enables AI assistants to perform comprehensive research by searching Google, mi…
|
— | ||||||||
| 40347 |
resend-email-mcp
Claim
The most complete Resend email MCP — full API coverage (75 tools) plus a unique…
|
— | ||||||||
| 40348 |
Chef's Brain
Claim
A smart pantry MCP server that gives Claude live access to your pantry ingredie…
|
— | ||||||||
| 40349 |
tool-smith
Claim
MCP server that routes natural language requests to structured tool calls using…
|
— | ||||||||
| 40350 |
ATP Librarian MCP Server
Claim
Enforces the Agent Task Protocol (.atp.json) contract, enabling worker agents t…
|
— | ||||||||