MCP Server Quality Scores
Independent quality analysis of 47628 public MCP servers
Last updated 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 24151 |
Compute log mean temperature difference for heat exchanger analysis. Choose Cel…
|
D 54 3⁄3 | ||||||||
| 24152 |
Enables interaction with Google Calendar through OAuth 2.0 authentication. Supp…
|
D 54 4⁄4 | ||||||||
| 24153 |
An MCP Server that provides a conversational interface to the DoubleClick Bid M…
|
D 54 4⁄3 | ||||||||
| 24154 |
A Model Context Protocol server that provides AI coding assistants with direct …
|
D 54 4⁄4 | ||||||||
| 24155 |
An MCP server and CLI tool that transforms codebases into AI-ready context thro…
|
D 54 4⁄4 | ||||||||
| 24156 |
A search service based on multiple image APIs and icon generation capabilities,…
|
D 54 4⁄4 | ||||||||
| 24157 |
A Multi-Agent Conversation Protocol server that provides a standardized interfa…
|
D 54 4⁄3 | ||||||||
| 24158 |
A lightweight proxy that allows users to filter MCP tools by whitelisting speci…
|
D 54 4⁄4 | ||||||||
| 24159 |
Aegis-ZK
Claim
On-chain trust verification for AI agent tools. Agents query skill attestations…
|
D 54 4⁄4 | ||||||||
| 24160 |
test server to see how clients handle a lot of tools
|
D 54 4⁄3 | ||||||||
| 24161 |
An MCP server providing comprehensive Gitea API coverage with 186 tools for man…
|
D 54 4⁄4 | ||||||||
| 24162 |
A MCP Server that enhance your IDE with AI-powered assistance for Intlayer i18n…
|
D 54 4⁄4 | ||||||||
| 24163 |
Provides a Multi-Agent Conversation Protocol server for interfacing with the Vi…
|
D 54 4⁄4 | ||||||||
| 24164 |
Enables AI assistants to create, validate, and visualize ArchiMate 3.2 enterpri…
|
D 54 4⁄4 | ||||||||
| 24165 |
Generates UUIDv7 strings either individually or in batches, providing time-sort…
|
D 54 4⁄4 | ||||||||
| 24166 |
A lightweight server that enables AI assistants like Cursor & Claude to read fr…
|
D 54 4⁄3 | ||||||||
| 24167 |
Provides up-to-date Python package manager commands by cross-referencing offici…
|
D 54 4⁄4 | ||||||||
| 24168 |
A Model Context Protocol implementation that enables AI-powered access to docum…
|
D 54 4⁄3 | ||||||||
| 24169 |
Enables interaction with AWS S3 through MCP, supporting bucket and object manag…
|
D 54 4⁄4 | ||||||||
| 24170 |
Enables AI agents to interact with the o2 Exchange on the Fuel Network to perfo…
|
D 54 4⁄4 | ||||||||
| 24171 |
Let the grumpy senior dev review your code with this MCP server
|
D 54 4⁄3 | ||||||||
| 24172 |
Enables interaction with Zoom services through the Zoom API. Provides access to…
|
D 54 4⁄4 | ||||||||
| 24173 |
|
D 54 3⁄3 | ||||||||
| 24174 |
A Model Context Protocol (MCP) server that exposes GeoServer REST API functiona…
|
D 54 4⁄3 | ||||||||
| 24175 |
amiready-ai
Claim
|
D 54 4⁄3 | ||||||||
| 24176 |
boltmcp
Claim
Enterprise-grade MCP orchestration platform to create, deploy, and manage custo…
|
D 54 3⁄3 | ||||||||
| 24177 |
mcp
Claim
|
D 54 4⁄3 | ||||||||
| 24178 |
Provides sandboxed access to local filesystem operations including directory an…
|
D 54 4⁄3 | ||||||||
| 24179 |
Provides read-only access to query and retrieve information about devices, flee…
|
D 53 4⁄4 | ||||||||
| 24180 |
MCP4All
Claim
Enables automatic documentation of GitHub projects as blog posts by fetching re…
|
D 53 4⁄4 | ||||||||
| 24181 |
SAP HANA MCP server — Enterprise Model Context Protocol server for SAP HANA. Us…
|
D 53 4⁄4 | ||||||||
| 24182 |
A third-party MCP server for interacting with HashiCorp Vault to manage ACL pol…
|
D 53 4⁄4 | ||||||||
| 24183 |
mcp-server-shioaji
Claim
A Model Context Protocol (MCP) server that provides AI assistants with access t…
|
D 53 4⁄4 | ||||||||
| 24184 |
Provides instant access to 700+ programming documentation sources and creates i…
|
D 53 4⁄4 | ||||||||
| 24185 |
A lightweight Python-based MCP server for managing recipes and favorite collect…
|
D 53 4⁄3 | ||||||||
| 24186 |
An MCP server that enables interaction with multiple Kubernetes clusters simult…
|
D 53 4⁄3 | ||||||||
| 24187 |
A self-hosted remote MCP server that provides reusable prompts and development …
|
D 53 4⁄4 | ||||||||
| 24188 |
Enables AI models to interact with Jira using a standardized protocol, offering…
|
D 53 4⁄4 | ||||||||
| 24189 |
A Model Context Protocol server that enables price lookup and trading across mu…
|
D 53 4⁄4 | ||||||||
| 24190 |
Enables deployment of MCP servers on Cloudflare Workers without authentication …
|
D 53 4⁄4 | ||||||||
| 24191 |
An MCP server for building, validating, and publishing Ice Puzzle levels with A…
|
D 53 4⁄4 | ||||||||
| 24192 |
Enables access to comprehensive Indian stock market data from the NSE and BSE, …
|
D 53 4⁄4 | ||||||||
| 24193 |
An MCP Server that enables interaction with Google's Organization Policy API, a…
|
D 53 4⁄3 | ||||||||
| 24194 |
Model Context Protocol server that enables API test automation across various A…
|
D 53 4⁄3 | ||||||||
| 24195 |
An MCP server that automates converting diverse content sources like WeChat art…
|
D 53 4⁄4 | ||||||||
| 24196 |
This server generates placeholder image URLs from various providers, supporting…
|
D 53 4⁄4 | ||||||||
| 24197 |
Provides AI security guardrails through Javelin's platform to detect harmful co…
|
D 53 4⁄4 | ||||||||
| 24198 |
Enables interaction with Zoom services through the Zoom API. Provides access to…
|
D 53 4⁄4 | ||||||||
| 24199 |
Aspire.MCP.Sample
Claim
Sample MCP Server and MCP client with Aspire
|
D 53 4⁄3 | ||||||||
| 24200 |
A Model Context Protocol (MCP) application for automated GitHub PR analysis and…
|
D 53 5⁄5 | ||||||||