MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 4 hours, 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 58401 |
MCP Europe Tools
Claim
Essential European data validation and formatting tools for AI agents. Validate…
|
— | ||||||||
| 58402 |
web-scout
Claim
A reconnaissance MCP server that discovers web data sources by monitoring netwo…
|
— | ||||||||
| 58403 |
FinCore Agentic Commerce
Claim
Agentic commerce with 58 MCP tools for product search, checkout, A2A negotiatio…
|
— | ||||||||
| 58404 |
ROI Agent MCP Server
Claim
Enables users to ask questions in Portuguese about marketing metrics (ROI, CAC,…
|
— | ||||||||
| 58405 |
Durable, shareable and governed project memory with smart triage and explicit p…
|
— | ||||||||
| 58406 |
Search 14,000+ verified coliving and coworking spaces with pricing, amenities, …
|
— | ||||||||
| 58407 |
pagedrop-api
Claim
Free instant HTML hosting API with paste, file upload, and ZIP deploy support. …
|
— | ||||||||
| 58408 |
Telegram MCP Server
Claim
Enables AI agents to interact with Telegram via MTProto, supporting high-perfor…
|
— | ||||||||
| 58409 |
Cursor Talk To Figma MCP
Claim
Enables users to control the cursor in Figma through verbal commands using an a…
|
— | ||||||||
| 58410 |
PPT-MCP
Claim
Cross-platform MCP server for Microsoft PowerPoint automation, enabling slide m…
|
— | ||||||||
| 58411 |
Google Jules MCP Server
Claim
Enables interaction with Google Jules API to automate software development task…
|
— | ||||||||
| 58412 |
pcq
Claim
Agent-operable ML experiment contract (cq.yaml + JSON contracts) with a built-i…
|
— | ||||||||
| 58413 |
Phantom Secrets
Claim
Stop AI coding agents from leaking API keys. Local proxy swaps real secrets for…
|
— | ||||||||
| 58414 |
PDF Reader MCP Server
Claim
An MCP server providing comprehensive PDF processing capabilities with 18 tools…
|
— | ||||||||
| 58415 |
web-search-agent
Claim
An MCP server that enables Claude Code to perform web searches via Bing, read w…
|
— | ||||||||
| 58416 |
Keel
Claim
Keel is a network diagnostics MCP server that provides 14 tools for tasks like …
|
— | ||||||||
| 58417 |
fastmcp-notes
Claim
A note-taking knowledge base MCP server that enables CRUD operations on notes w…
|
— | ||||||||
| 58418 |
nutstore-mcp
Claim
MCP server for Nutstore cloud storage, enabling AI assistants to manage files v…
|
— | ||||||||
| 58419 |
cml2-mcp
Claim
Thin MCP server for Cisco CML2 that exposes the live OpenAPI specification and …
|
— | ||||||||
| 58420 |
Influship
Claim
Find and analyze influencers with creator search, lookalikes, profiles, posts, …
|
— | ||||||||
| 58421 |
Lexiguard HR
Claim
Enables Cursor AI to query a local MySQL HR database in natural language using …
|
— | ||||||||
| 58422 |
mcp-powerschool
Claim
A FastMCP server for PowerSchool that enables students to check grades, assignm…
|
— | ||||||||
| 58423 |
MCP Harbor
Claim
MCP Harbor is a Node.js application that provides a Model Context Protocol (MCP…
|
— | ||||||||
| 58424 |
Bo Kendell — Portfolio
Claim
Bo Kendell's portfolio: projects, writing, work history, resume, and live activ…
|
— | ||||||||
| 58425 |
Government Contracts MCP
Claim
Government contract search and federal procurement data: SAM.gov opportunities …
|
— | ||||||||
| 58426 |
outlook-mcp
Claim
An MCP server that gives AI agents structured access to a Microsoft Outlook mai…
|
— | ||||||||
| 58427 |
UVM 1.2 MCP
Claim
Enables Claude to access and search UVM 1.2 source code, class hierarchies, and…
|
— | ||||||||
| 58428 |
mcp-context-cache
Claim
Efficiently loads, caches, and delivers project file context for AI agents usin…
|
— | ||||||||
| 58429 |
rnaseq-mcp
Claim
Enables analysis of bulk RNA-seq data using natural language queries, executing…
|
— | ||||||||
| 58430 |
vn-luat-mcp
Claim
MCP server to query Vietnamese law (legal code and case law) with full-text sea…
|
— | ||||||||
| 58431 |
TaxFormatter
Claim
Parse crypto exchange CSVs and bank statement PDFs into clean, structured trans…
|
— | ||||||||
| 58432 |
typeorm-docs-mcp
Claim
Analyzes TypeORM entity source files offline to produce schema graphs, ERD diag…
|
— | ||||||||
| 58433 |
Shopify MCP Server
Claim
Connects your Shopify store data to Claude Desktop, enabling access to products…
|
— | ||||||||
| 58434 |
mcp-server
Claim
Real-time physical perception for AI agents — vision, spatial, acoustic, enviro…
|
— | ||||||||
| 58435 |
@d-zero/mcp-server
Claim
Enables AI assistants to retrieve Figma data and access D-ZERO frontend coding …
|
— | ||||||||
| 58436 |
openchronicle-mcp
Claim
Persistent memory database for LLM agents with hybrid semantic/keyword search, …
|
— | ||||||||
| 58437 |
dowhistle-mcp-server1
Claim
|
— | ||||||||
| 58438 |
Modular MCP Server
Claim
Enables LLMs to securely interact with MongoDB, GitHub, and a sandboxed file sy…
|
— | ||||||||
| 58439 |
akm-bridge
Claim
MCP server for AKM v0.8.1, exposing 14 read-only tools via JSON-RPC over stdio …
|
— | ||||||||
| 58440 |
Planfix MCP Server
Claim
Enables integration with Planfix CRM and task management system, allowing lead …
|
— | ||||||||
| 58441 |
knife4j-mcp
Claim
MCP server that converts OpenAPI documentation to Markdown with tolerant parsin…
|
— | ||||||||
| 58442 |
Theta Health MCP
Claim
Theta Health MCP is a HIPAA-complaint intelligent memory layer for your health …
|
— | ||||||||
| 58443 |
convergeqa-mcp
Claim
MCP servers for multi-model document review with critique/iterate and compare/d…
|
— | ||||||||
| 58444 |
thunderbird-mcp
Claim
A read-only MCP server that lets Claude read and search emails from Thunderbird…
|
— | ||||||||
| 58445 |
dg-mcp-server
Claim
A powerful and flexible Datagroom MCP server implementation to read the data an…
|
— | ||||||||
| 58446 |
Files MCP Server
Claim
Stdio MCP server for sandboxed file access — read files, search content, safely…
|
— | ||||||||
| 58447 |
GOV.UK Design System MCP
Claim
Enables searching and fetching GOV.UK Design System guidance via locally-crawle…
|
— | ||||||||
| 58448 |
paigy
Claim
Call, text, or push your phone when an agent needs input mid-task — reply by vo…
|
— | ||||||||
| 58449 |
cohere-mcp
Claim
A Type 3 DAuth MCP server for Cohere AI API, enabling chat, embeddings, reranki…
|
— | ||||||||
| 58450 |
Enables AI assistants to perform browser automation using Playwright, including…
|
— | ||||||||