MCP Server Quality Scores
Independent quality analysis of 69313 public MCP servers
Last updated 1 hour, 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 25451 |
|
F 25 4⁄3 | ||||||||
| 25452 |
Unreal Engine plugin for LLM/GenAI models & MCP UE5 server. OpenAI GPT-5, Deeps…
|
F 25 4⁄3 | ||||||||
| 25453 |
A Model Context Protocol server that enables LLMs to create, modify, and manipu…
|
F 25 4⁄4 | ||||||||
| 25454 |
Nocodb database integration, read and write capabilities
|
F 25 4⁄4 | ||||||||
| 25455 |
Enables AI assistants to interact with WhatsApp through the WAHA (WhatsApp HTTP…
|
F 25 4⁄4 | ||||||||
| 25456 |
Local memory engine for AI agents with knowledge graphs, forgetting, and semant…
|
F 25 4⁄3 | ||||||||
| 25457 |
A collection of Model Context Protocol servers that enable Claude Desktop to pr…
|
F 25 4⁄4 | ||||||||
| 25458 |
Collection of Google-native tools (Gmail, Calendar, Drive, Tasks) for MCP with …
|
F 25 4⁄4 | ||||||||
| 25459 |
A Model Context Protocol (MCP) server written in Go that empowers AI agents and…
|
F 25 4⁄4 | ||||||||
| 25460 |
Interact with [WebScraping.ai](https://webscraping.ai) for web data extraction …
|
F 25 4⁄4 | ||||||||
| 25461 |
A comprehensive MCP server that enables AI models to perform local file operati…
|
F 25 4⁄3 | ||||||||
| 25462 |
OSINT intelligence MCP server for AI agents — 37 tools, 12 sources. Shodan, Vir…
|
F 25 4⁄4 | ||||||||
| 25463 |
Scan MCP servers for potential threats & security findings.
|
F 25 4⁄3 | ||||||||
| 25464 |
An MCP server that provides access to Etherscan blockchain data APIs, allowing …
|
F 25 4⁄4 | ||||||||
| 25465 |
Enables AI assistants to interact with Home Assistant to control smart home dev…
|
F 25 4⁄4 | ||||||||
| 25466 |
An MCP server that provides comprehensive DeFi analytics and data access for th…
|
F 25 4⁄3 | ||||||||
| 25467 |
An MCP server for searching and downloading royalty-free stock photography from…
|
F 25 4⁄4 | ||||||||
| 25468 |
A high-performance string search utility with Model Context Protocol integratio…
|
F 25 4⁄3 | ||||||||
| 25469 |
A web browser automation server that allows AI assistants to control Chrome wit…
|
F 25 4⁄3 | ||||||||
| 25470 |
An AI-driven dynamic protocol fuzzer for the Model Context Protocol (MCP). Prov…
|
F 25 4⁄3 | ||||||||
| 25471 |
A master control platform that orchestrates intelligent agents with a plug-and-…
|
F 25 4⁄4 | ||||||||
| 25472 |
MCP server for the Omnivox platform used by Quebec CEGEPs. Enables AI agents to…
|
F 25 4⁄4 | ||||||||
| 25473 |
The most powerful Android RPA agent framework, next generation mobile automati…
|
F 25 4⁄3 | ||||||||
| ◔ Limited Scores | ||||||||||
| 25474 |
PO6 Mailbox
Claim
Give AI agents secure access to your email via private aliases with dedicated m…
|
A 93 3⁄5 | ||||||||
| 25475 |
mitosis
Claim
Mitosis agent-memory platform: pricing, docs search, platform status, agent ski…
|
A 92 3⁄5 | ||||||||
| 25476 |
MCP server for static security analysis of Android source code
|
A 92 3⁄5 | ||||||||
| 25477 |
ReelRifter
Claim
Ask Claude, ChatGPT, or Grok about your ReelRifter watchlist, history, and view…
|
A 92 3⁄5 | ||||||||
| 25478 |
JSONlify
Claim
Validate and convert JSONL fine-tuning data across 11 AI providers. 13 tools.
|
A 92 3⁄5 | ||||||||
| 25479 |
TempGuru Event Staffing
Claim
Plan W-2 event staffing from 345 catalog entries; a coordinator confirms each o…
|
A 92 3⁄5 | ||||||||
| 25480 |
fuelcenter
Claim
Marathon fueling, pace, hydration, heat, carb-loading, and gel-comparison calcu…
|
A 92 3⁄5 | ||||||||
| 25481 |
Caliper
Claim
Geometry and CAD file metadata extraction for STL, OBJ, PLY, PCD, LAS/LAZ, glTF…
|
A 92 3⁄5 | ||||||||
| 25482 |
HTML Email Playbook
Claim
Teaches AI to write HTML email that renders in Outlook, Gmail, and Apple Mail. …
|
A 92 3⁄5 | ||||||||
| 25483 |
MCP server for IT hardware parts research: normalize PNs, search listings, get …
|
A 92 3⁄5 | ||||||||
| 25484 |
Plugged.in MCP Server acts as a proxy server that combines multiple MCP servers…
|
A 92 4⁄5 | ||||||||
| 25485 |
Peptide vendor matchmaker. 11-signal rubric, GLP-1 + 25 peptides, region-aware,…
|
A 91 3⁄5 | ||||||||
| 25486 |
HIPAA Agent
Claim
HIPAA compliance AI agent — scan, grade, SRA, and generate compliance docs.
|
A 91 3⁄5 | ||||||||
| 25487 |
server
Claim
Search and discover local businesses. 30+ categories with verified contact info…
|
A 91 3⁄5 | ||||||||
| 25488 |
troystack
Claim
Precious metals AI analyst with 12 tools — prices, portfolio, chat, receipts, a…
|
A 91 3⁄5 | ||||||||
| 25489 |
docs
Claim
Stimulsoft Reports & Dashboards docs MCP server. Semantic search for all platfo…
|
A 91 3⁄5 | ||||||||
| 25490 |
postcopilot-mcp
Claim
Threads tools for AI — generate viral posts, download videos, export profiles
|
A 91 3⁄5 | ||||||||
| 25491 |
brickpulse-mcp
Claim
Query LEGO set details, retirement dates, deals, and price history from BrickPu…
|
A 91 3⁄5 | ||||||||
| 25492 |
quicksign
Claim
E-signatures for contracts and NDAs. Draft with AI, review, and send for signat…
|
A 91 3⁄5 | ||||||||
| 25493 |
delx-mcp-a2a
Claim
Free public witness protocol for AI agents — care, witness, continuity. MCP ove…
|
A 90 3⁄5 | ||||||||
| 25494 |
Enables AI assistants and MCP-compatible clients to send and manage SMS message…
|
A 90 4⁄5 | ||||||||
| 25495 |
Real estate market intelligence, calculators, and capital advisory for US inves…
|
A 90 3⁄5 | ||||||||
| 25496 |
402cron
Claim
Paid cron for AI agents: we call your https URL on schedule, signed. No account…
|
A 90 2⁄5 | ||||||||
| 25497 |
AI-powered n8n workflow automation through natural language. MCP server enablin…
|
A 90 4⁄5 | ||||||||
| 25498 |
Hemrock MCP
Claim
Hemrock financial modeling prompts: context primers, task prompts, checks, and …
|
A 90 3⁄5 | ||||||||
| 25499 |
Spain legal MCP for visas, Beckham, NIE/TIE, residency, nationality, and EU fam…
|
A 90 3⁄5 | ||||||||
| 25500 |
product-intelligence
Claim
Smart home product intelligence: 1,080+ products with expert consensus scores a…
|
A 90 3⁄5 | ||||||||