MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 1 day ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21201 |
Aegis-ZK
Claim
On-chain trust verification for AI agent tools. Agents query skill attestations…
|
D 54 4⁄4 | ||||||||
| 21202 |
An MCP server providing comprehensive Gitea API coverage with 186 tools for man…
|
D 54 4⁄4 | ||||||||
| 21203 |
An MCP server that enables users to search for recipes and cooking instructions…
|
D 54 4⁄4 | ||||||||
| 21204 |
A customizable Model Context Protocol server built with mcp-framework that enab…
|
D 54 4⁄4 | ||||||||
| 21205 |
Enables interaction with Last.fm music data including searching for artists, al…
|
D 54 4⁄4 | ||||||||
| 21206 |
mcp
Claim
|
D 54 4⁄3 | ||||||||
| 21207 |
A bridge that connects the Model Context Protocol to the Gemini CLI via the Age…
|
D 54 4⁄4 | ||||||||
| 21208 |
Enables interaction with AWS S3 through MCP, supporting bucket and object manag…
|
D 54 4⁄4 | ||||||||
| 21209 |
Enables username enumeration across 400+ social media platforms using the Sherl…
|
D 54 4⁄4 | ||||||||
| 21210 |
test server to see how clients handle a lot of tools
|
D 54 4⁄3 | ||||||||
| 21211 |
A Multi-Agent Conversation Protocol server that provides a standardized interfa…
|
D 54 4⁄3 | ||||||||
| 21212 |
Operationalizes Seth Godin's Permission Marketing framework to manage user trus…
|
D 54 4⁄3 | ||||||||
| 21213 |
An MCP server that provides detailed information about your development environ…
|
D 54 4⁄3 | ||||||||
| 21214 |
MCP Server for Text to Speech
|
D 54 4⁄3 | ||||||||
| 21215 |
Enables asynchronous and parallel execution of Claude Code tasks across multipl…
|
D 54 4⁄3 | ||||||||
| 21216 |
An MCP server for Zoho Creator's Scaflog application that provides note managem…
|
D 54 4⁄3 | ||||||||
| 21217 |
Enables LLMs to interact with Atlassian Jira Data Center through natural langua…
|
D 54 4⁄4 | ||||||||
| 21218 |
Enables AI agents to interact with the o2 Exchange on the Fuel Network to perfo…
|
D 54 4⁄4 | ||||||||
| 21219 |
Generates UUIDv7 strings either individually or in batches, providing time-sort…
|
D 54 4⁄4 | ||||||||
| 21220 |
Manage Docker infrastructure across multiple homelab hosts including Unraid, Pr…
|
D 54 4⁄4 | ||||||||
| 21221 |
A Model Context Protocol server that provides AI models with structured access …
|
D 54 4⁄4 | ||||||||
| 21222 |
Persistent AI memory MCP server with 4-channel retrieval (semantic, BM25, entit…
|
D 54 4⁄4 | ||||||||
| 21223 |
Enables interaction with Google Calendar through OAuth 2.0 authentication. Supp…
|
D 54 4⁄4 | ||||||||
| 21224 |
Enables secure remote access operations through SSH, SFTP, rsync, VPN, and tunn…
|
D 54 4⁄4 | ||||||||
| 21225 |
Provides sandboxed access to local filesystem operations including directory an…
|
D 54 4⁄3 | ||||||||
| 21226 |
An MCP Server that provides a conversational interface to the DoubleClick Bid M…
|
D 54 4⁄3 | ||||||||
| 21227 |
Enables AI assistants to create, validate, and visualize ArchiMate 3.2 enterpri…
|
D 54 4⁄4 | ||||||||
| 21228 |
Agience
Claim
MCP-native workspace for turning live work into durable knowledge.
|
D 54 4⁄3 | ||||||||
| 21229 |
Enables AI assistants to generate images, text, and audio content through the P…
|
D 54 4⁄4 | ||||||||
| 21230 |
mcp-histfile
Claim
A powerful tool for exploring, searching, and managing your shell command histo…
|
D 54 4⁄3 | ||||||||
| 21231 |
Provides access to comprehensive financial market data from Massive.com API, in…
|
D 54 4⁄4 | ||||||||
| 21232 |
MCP Server NestJS
Claim
A robust server-side application that implements Model Context Protocol (MCP) f…
|
D 54 4⁄4 | ||||||||
| 21233 |
Enables interaction with the Turbopuffer vector database to manage namespaces a…
|
D 54 4⁄3 | ||||||||
| 21234 |
MCP Weather Server
Claim
Enables AI agents to access real-time and historical weather data through multi…
|
D 54 4⁄4 | ||||||||
| 21235 |
Provides up-to-date Python package manager commands by cross-referencing offici…
|
D 54 4⁄4 | ||||||||
| 21236 |
BaseLayer
Claim
Re-usable multi part components built on React Aria and TailwindCSS.
|
D 54 4⁄3 | ||||||||
| 21237 |
amiready-ai
Claim
|
D 54 4⁄3 | ||||||||
| 21238 |
register
Claim
|
D 54 4⁄3 | ||||||||
| 21239 |
An MCP server that enables users to interact with the Bluesky social network th…
|
D 54 4⁄4 | ||||||||
| 21240 |
Aspire.MCP.Sample
Claim
Sample MCP Server and MCP client with Aspire
|
D 53 4⁄3 | ||||||||
| 21241 |
An MCP server for accessing the Fotocasa1 API to search real estate listings an…
|
D 53 4⁄4 | ||||||||
| 21242 |
A server that provides standardized development rules and context for Business …
|
D 53 4⁄4 | ||||||||
| 21243 |
bio-agents-mcp
Claim
MCP servers for Protein Data Bank, ChemBL, and other life science data (WIP), w…
|
D 53 4⁄3 | ||||||||
| 21244 |
mcp-server-chart-minio
Claim
mcp-server-chart私有化部署方案
|
D 53 4⁄3 | ||||||||
| 21245 |
Enables interaction with Zoom services through the Zoom API. Provides access to…
|
D 53 4⁄4 | ||||||||
| 21246 |
A TypeScript-based Model Context Protocol (MCP) server template built with mcp-…
|
D 53 4⁄3 | ||||||||
| 21247 |
A multi-agent system that analyzes meeting transcripts to generate summaries, e…
|
D 53 4⁄4 | ||||||||
| 21248 |
This server generates placeholder image URLs from various providers, supporting…
|
D 53 4⁄4 | ||||||||
| 21249 |
Slack MCP
Claim
A .NET-based Model Context Protocol server and Python client for interacting wi…
|
D 53 4⁄4 | ||||||||
| 21250 |
mcp-open-webresearch
Claim
A proxy-aware MCP server that enables web searching across multiple engines and…
|
D 53 4⁄4 | ||||||||