MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 2 hours, 29 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 28151 |
multi-research-agents
Claim
a KTOR server/ MCP server written in Kotlin applying multi-agents schools in a …
|
C 63 3⁄4 | ||||||||
| 28152 |
A production-grade TypeScript MCP server that provides AI agents with structure…
|
C 63 3⁄4 | ||||||||
| 28153 |
Production-grade MCP server for FreshBooks. 25 tools for invoices, clients, exp…
|
C 63 3⁄4 | ||||||||
| 28154 |
Python MCP server for the Hevy fitness app. Gives Claude full access to your He…
|
C 63 3⁄4 | ||||||||
| 28155 |
An MCP server that enables natural language interaction with the MeteoControl V…
|
C 63 3⁄4 | ||||||||
| 28156 |
Mailgo Campaign Suite MCP Server
AI-powered cold email campaign management thr…
|
C 63 3⁄4 | ||||||||
| 28157 |
Pega MCP Server
Claim
Enables interaction with Pega case operations through a metadata-driven tool la…
|
C 63 3⁄4 | ||||||||
| 28158 |
AI astronomy wiki with open agent peer-review. Vote on evidence, propose edits,…
|
C 63 3⁄4 | ||||||||
| 28159 |
A TypeScript-based MCP server providing utility tools like arithmetic calculati…
|
C 63 3⁄4 | ||||||||
| 28160 |
Quiz MCP Server
Claim
An interactive programming quiz server that provides assessment tools across te…
|
C 63 3⁄4 | ||||||||
| 28161 |
MCP Server for CAD
Claim
Translates natural language commands into structured geometric operations for a…
|
C 63 3⁄4 | ||||||||
| 28162 |
MCP server for Agent Zone — vendor-neutral infrastructure knowledge, K8s valida…
|
C 63 3⁄4 | ||||||||
| 28163 |
Email MCP Server
Claim
Enables email management for a single mailbox via IMAP and SMTP protocols. Supp…
|
C 63 3⁄4 | ||||||||
| 28164 |
Journal Mandala MCP
Claim
Enables Claude to directly write journal entries to Journal Mandala. Allows use…
|
C 63 3⁄4 | ||||||||
| 28165 |
MCP server for verifying academic citations via Semantic Scholar, OpenAlex, and…
|
C 63 3⁄4 | ||||||||
| 28166 |
Enables AI assistants to manage Instagram Business accounts by automating conte…
|
C 63 3⁄4 | ||||||||
| 28167 |
LandlordLaw MCP Server
Claim
Provides AI agents with instant access to jurisdiction-specific landlord-tenant…
|
C 63 3⁄4 | ||||||||
| 28168 |
Enables AI agents to interact with Cisco IOS-XE network devices over SSH using …
|
C 63 3⁄4 | ||||||||
| 28169 |
Zerion MCP let's your agent analyze EVM and Solana wallets and summarize total …
|
C 63 3⁄4 | ||||||||
| 28170 |
GraphAPI MCP
Claim
A Python-based MCP server that enables authenticated Microsoft Graph API calls …
|
C 62 3⁄4 | ||||||||
| 28171 |
issue-tracker-mcp
Claim
A minimal MCP server that enables AI assistants to manage a kanban issue board.…
|
C 62 3⁄4 | ||||||||
| 28172 |
Enables searching, retrieving, and reading academic papers from arXiv while ana…
|
C 62 3⁄4 | ||||||||
| 28173 |
An MCP server that enables AI models to render GitHub's Primer React components…
|
C 62 3⁄4 | ||||||||
| 28174 |
Generate deployment-ready AI agent system prompts for professionals in one clic…
|
C 62 3⁄4 | ||||||||
| 28175 |
Enables LLMs to interact with the IIIT Hyderabad Mess System to manage meal reg…
|
C 62 3⁄4 | ||||||||
| 28176 |
A local skill assistant based on the Model Context Protocol that integrates wit…
|
C 62 3⁄4 | ||||||||
| 28177 |
An MCP server that integrates with fal.ai to provide AI agents with tools for i…
|
C 62 3⁄4 | ||||||||
| 28178 |
A Model Context Protocol service that enables AI assistants to directly query a…
|
C 62 3⁄4 | ||||||||
| 28179 |
An MCP server that provides LLMs with access to Acquia's Customer Data Platform…
|
C 62 3⁄4 | ||||||||
| 28180 |
Solana token safety analysis, CORTEX trading signals, and Synthia social intell…
|
C 62 3⁄4 | ||||||||
| 28181 |
mcp-model-proxy
Claim
A minimal local MCP server that wraps any Claude Messages API-compatible upstre…
|
C 62 3⁄4 | ||||||||
| 28182 |
Basic MCP Server
Claim
A minimal Model Context Protocol (MCP) server demonstrating the implementation …
|
C 62 3⁄4 | ||||||||
| 28183 |
A skeleton MCP server in Python for exposing custom tools (e.g., echo, add) to …
|
C 62 3⁄4 | ||||||||
| 28184 |
Detects AI-generated content by analyzing 24 writing patterns, provides style a…
|
C 62 3⁄4 | ||||||||
| 28185 |
Darknet threat intelligence MCP server with 10 tools powered by 12,000+ vectori…
|
C 62 3⁄4 | ||||||||
| 28186 |
Britive MCP Server
Claim
Enables AI agents and users to interact with the Britive platform for dynamic a…
|
C 62 3⁄4 | ||||||||
| 28187 |
Economic data MCP server that connects FRED, BLS, BEA, IMF, World Bank, and ECB…
|
C 62 3⁄4 | ||||||||
| 28188 |
Enables analysis of wholesale medicine purchase data by providing tools for inv…
|
C 62 3⁄4 | ||||||||
| 28189 |
Fetch, validate, and generate code or curl from any OpenAPI or Swagger spec - a…
|
C 62 3⁄4 | ||||||||
| 28190 |
Provides multi-model AI image generation via MCP tools, supporting Seedream, SD…
|
C 62 3⁄4 | ||||||||
| 28191 |
Enables interaction with ZenTao project management software through its REST AP…
|
C 62 3⁄4 | ||||||||
| 28192 |
Connects AI tools directly to Codemend production error monitoring to list, ana…
|
C 62 3⁄4 | ||||||||
| 28193 |
An MCP server for managing Google Calendar and Tasks with energy-aware scheduli…
|
C 62 3⁄4 | ||||||||
| 28194 |
Enables interaction with the APVISO AI-powered penetration testing platform to …
|
C 62 3⁄4 | ||||||||
| 28195 |
A Model Context Protocol server that provides access to MyAnimeList's API for a…
|
C 62 3⁄4 | ||||||||
| 28196 |
Aspire MCP Server
Claim
Enables Claude Cowork to interact with a PostgreSQL database for navigating edu…
|
C 62 3⁄4 | ||||||||
| 28197 |
A comprehensive MCP server providing over 390 tools across 66 providers, includ…
|
C 62 3⁄4 | ||||||||
| 28198 |
Enables interactive chat with AI models and document retrieval via the Anthropi…
|
C 62 3⁄4 | ||||||||
| 28199 |
Dynamic MCP server — 30+ tools across fact verification, agent memory, Indian N…
|
C 62 3⁄4 | ||||||||
| 28200 |
Enables natural language querying of PostgreSQL databases through the Model Con…
|
C 62 3⁄4 | ||||||||