MCP Server Quality Scores
Independent quality analysis of 66105 public MCP servers
Last updated 0 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 1 |
Shellagent MCP Server
Claim
A Model Context Protocol (MCP) server that can be deployed locally via stdio or…
|
C 55 4⁄4 | ||||||||
| 2 |
|
C 65 3⁄3 | ||||||||
| ◔ Limited Scores | ||||||||||
| 3 |
Enables AI agents to search restaurants, place delivery orders, and track real-…
|
C 65 3⁄4 | ||||||||
| ◐ Assessed Scores | ||||||||||
| 4 |
Enables natural language trading operations through Alpaca's API, supporting st…
|
C 65 4⁄4 | ||||||||
| 5 |
A locally-hosted MCP server that integrates Gmail, Google Calendar, and Google …
|
C 55 4⁄3 | ||||||||
| 6 |
test
Claim
|
D 42 3⁄3 | ||||||||
| 7 |
MCP server for LynxPrompt — browse, search, and manage AI configuration bluepri…
|
B 73 3⁄3 | ||||||||
| ◔ Limited Scores | ||||||||||
| 8 |
Provides AI job displacement data and automation risk assessments for over 59,0…
|
C 65 3⁄4 | ||||||||
| ◐ Assessed Scores | ||||||||||
| 9 |
psp-whhels-tst-sourexr
Claim
|
D 42 3⁄3 | ||||||||
| ◔ Limited Scores | ||||||||||
| 10 |
Business-ops MCP for FreedomOS — finance, OKRs, customer scoring, AI agents, co…
|
F 22 3⁄5 | ||||||||
| ◐ Assessed Scores | ||||||||||
| 11 |
Enables tracking and analyzing development time through the Wakapi API. Provide…
|
C 65 4⁄4 | ||||||||
| 12 |
RPG Ledger MCP Server
Claim
Enables AI assistants to act as RPG Game Masters by managing campaign state inc…
|
C 55 4⁄4 | ||||||||
| 13 |
Extracts YouTube video metadata, titles, and descriptions along with transcript…
|
C 65 4⁄3 | ||||||||
| ◔ Limited Scores | ||||||||||
| 14 |
Causal reasoning for reliability: root cause, blast radius, and service health …
|
F 34 2⁄5 | ||||||||
| ◐ Assessed Scores | ||||||||||
| 15 |
Enables trading and portfolio management on Zerodha Kite Connect through natura…
|
C 55 4⁄4 | ||||||||
| 16 |
A server that implements the Model Context Protocol (MCP) with StreamableHTTP t…
|
C 65 4⁄4 | ||||||||
| 17 |
Enables AI assistants to manage homelab infrastructure through automated servic…
|
C 65 4⁄4 | ||||||||
| 18 |
Local-first semantic code search across all your repos. Private context for AI …
|
C 65 4⁄3 | ||||||||
| ◎ Verified Scores | ||||||||||
| 19 |
Provides AI systems with web crawling, scraping, and search capabilities throug…
|
C 65 4⁄4 | ||||||||
| 20 |
Connects Claude AI to the Kaggle API through the Model Context Protocol, enabli…
|
C 55 4⁄4 | ||||||||
| ◐ Assessed Scores | ||||||||||
| 21 |
Generates architecture diagrams, flowcharts, and sequence diagrams to visualize…
|
C 55 4⁄4 | ||||||||
| ◔ Limited Scores | ||||||||||
| 22 |
Validate whether an IP address belongs to SeznamBot. Remote MCP server exposing…
|
B 83 2⁄5 | ||||||||
| ◐ Assessed Scores | ||||||||||
| 23 |
Contentrain
Claim
Git-native content governance for AI agents — 24 deterministic MCP tools over s…
|
C 55 4⁄3 | ||||||||
| 24 |
Manage your Hevy workouts, routines, folders, and exercise templates. Create an…
|
B 74 4⁄4 | ||||||||
| ◔ Limited Scores | ||||||||||
| 25 |
AI-powered social media intelligence: profile analysis, engagement scoring, and…
|
F 22 3⁄5 | ||||||||
| 26 |
A command-line interface application for interactive chat with AI models via th…
|
C 65 3⁄4 | ||||||||
| 27 |
Eterna MCP
Claim
No-KYC managed MCP for AI agents: sandboxed TypeScript trading SDK, isolated su…
|
C 65 3⁄4 | ||||||||
| 28 |
|
C 55 3⁄4 | ||||||||
| 29 |
Eve is an agentic memory service across agents & AI tools.
All agents share on…
|
B 74 3⁄4 | ||||||||
| ◐ Assessed Scores | ||||||||||
| 30 |
Advanced filesystem operations with strict security boundaries for AI agents
|
C 55 4⁄3 | ||||||||
| ◔ Limited Scores | ||||||||||
| 31 |
Extension bundler packaging plugins for AI agent ecosystems.
|
F 22 3⁄5 | ||||||||
| ◐ Assessed Scores | ||||||||||
| 32 |
AI-first security scanner with 76 analyzers, 9,600+ detection rules, and repo p…
|
B 74 4⁄3 | ||||||||
| 33 |
Exposes public weather and climate data through a standardized API, allowing AI…
|
C 55 4⁄4 | ||||||||
| 34 |
Provides 15 types of chart generation tools (line, bar, pie, radar, word cloud,…
|
C 55 4⁄3 | ||||||||
| 35 |
emms-mcp
Claim
Cognitive memory system for AI agents with 129 MCP tools. Persistent 6-tier hie…
|
B 74 3⁄3 | ||||||||
| 36 |
ai-workshop
Claim
Building GenAI Apps in C#: AI Templates, GitHub Models, Azure OpenAI & More
|
C 55 4⁄3 | ||||||||
| 37 |
Owner avatar beijing-car-quota-draw
|
C 55 4⁄4 | ||||||||
| ◔ Limited Scores | ||||||||||
| 38 |
Fixed-price GC & Brisbane airport and cruise transfers. Live quotes, human-conf…
|
F 34 2⁄5 | ||||||||
| ◐ Assessed Scores | ||||||||||
| 39 |
Provides a natural language interface for scRNA-Seq analysis using the Scanpy l…
|
C 65 4⁄4 | ||||||||
| ◔ Limited Scores | ||||||||||
| 40 |
phantom-mcp-server
Claim
Give your AI agent a crypto wallet. Sign messages, send transactions, transfer …
|
C 55 3⁄4 | ||||||||
| ◐ Assessed Scores | ||||||||||
| 41 |
A complete Model Context Protocol server that implements Selenium WebDriver for…
|
C 55 4⁄3 | ||||||||
| ◔ Limited Scores | ||||||||||
| 42 |
Accounting for German SMBs: invoices, clients, bank transactions, journal entri…
|
F 34 2⁄5 | ||||||||
| ◐ Assessed Scores | ||||||||||
| 43 |
x402 payment wrapper for AI Agents and MCP Servers. USDC settlements on Base L2.
|
C 55 3⁄3 | ||||||||
| ◔ Limited Scores | ||||||||||
| 44 |
MCP server for web development with Khoros, Gainsight, and HigherLogic integrat…
|
A 88 3⁄5 | ||||||||
| ◐ Assessed Scores | ||||||||||
| 45 |
DiffuGen
Claim
Powerful image generation system leveraging multiple Stable Diffusion models (f…
|
C 65 4⁄3 | ||||||||
| 46 |
A scoped Nuclei MCP server that only scans targets from HackerOne scope snapsho…
|
C 65 3⁄3 | ||||||||
| ◔ Limited Scores | ||||||||||
| 47 |
Access SEC filings efficiently (10-K, 10-Q, etc), save time and tokens, and get…
|
A 87 3⁄5 | ||||||||
| ◐ Assessed Scores | ||||||||||
| 48 |
Deterministic decision engine with receipts. Define rules in YAML, query a grap…
|
C 65 4⁄3 | ||||||||
| ◔ Limited Scores | ||||||||||
| 49 |
Italian cross-dealer MCP: cars, NLT rentals with quotations, dealer directory, …
|
A 87 3⁄5 | ||||||||
| 50 |
Enables AI assistants to read and search Hacker News for top stories, comments,…
|
B 73 3⁄4 | ||||||||