MCP Server Quality Scores
Independent quality analysis of 50103 public MCP servers
Last updated 1 hour, 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 49151 |
atlassian-mcp
Claim
Enables natural-language interaction with self-hosted Jira and Bitbucket, provi…
|
— | ||||||||
| 49152 |
SloplessCode
Claim
Provides operational continuity for AI coding agents, preserving task state, de…
|
— | ||||||||
| 49153 |
MCP YouTube-DLP
Claim
Provides tools for downloading YouTube videos and audio using yt-dlp, enabling …
|
— | ||||||||
| 49154 |
agentfi
Claim
Crypto transaction tools for AI agents. 28 MCP tools covering swaps (Uniswap V3…
|
— | ||||||||
| 49155 |
Slack
Claim
Manage workspace communications by sending messages, replying to threads, and s…
|
— | ||||||||
| 49156 |
Brand Me Please
Claim
Ensure your content aligns with your brand’s voice, values, and visuals. Retrie…
|
— | ||||||||
| 49157 |
google-slides-mcp
Claim
Enables creating, reading, and modifying Google Slides presentations programmat…
|
— | ||||||||
| 49158 |
Workflowy MCP Server
Claim
Provides LLM access to Workflowy's API, enabling agents to create, read, update…
|
— | ||||||||
| 49159 |
mcp-server-ascom
Claim
Control telescopes, cameras, and focusers with AI through natural language, usi…
|
— | ||||||||
| 49160 |
MCP Code Crosscheck
Claim
Enables AI-assisted code review with bias mitigation strategies through cross-m…
|
— | ||||||||
| 49161 |
fitbit-googlehealth-mcp
Claim
This MCP server enables Claude to access and log Fitbit health data, including …
|
— | ||||||||
| 49162 |
Eval_MCP
Claim
An MCP server for prompt and RAG evaluation workflows, enabling users to regist…
|
— | ||||||||
| 49163 |
Enables querying a local health knowledge base with hybrid RAG (vector + FTS5) …
|
— | ||||||||
| 49164 |
duckdb_analytics_mcp
Claim
Provides read-only SQL analytics on local CSV, Parquet, and JSON datasets using…
|
— | ||||||||
| 49165 |
MCP Packet Tracer
Claim
Connects Claude with Cisco Packet Tracer 9.x to control network topologies, con…
|
— | ||||||||
| 49166 |
MCP Tool Factory
Claim
A framework for building hot-loadable MCP tools that feature conversational neg…
|
— | ||||||||
| 49167 |
Fast Embedding MCP SSE
Claim
Provides fast static embedding, similarity, and search capabilities via MCP too…
|
— | ||||||||
| 49168 |
Rezi Resume MCP
Claim
Rezi MCP lets you connect your Rezi account to AI tools like Claude, Codex, and…
|
— | ||||||||
| 49169 |
cratedocs-mcp
Claim
Outputs short-form Rust crate derived traits,interfaces, etc. from AST (uses sa…
|
— | ||||||||
| 49170 |
WhatsApp MCP Server
Claim
Manages WhatsApp conversations, contacts, templates, campaigns, and channels th…
|
— | ||||||||
| 49171 |
HubSpot MCP Server
Claim
A Type 4 OAuth MCP server that enables AI assistants to interact with HubSpot C…
|
— | ||||||||
| 49172 |
server-watch-mcp
Claim
A CLI wrapper that monitors and captures output from any running command and ex…
|
— | ||||||||
| 49173 |
vibefix
Claim
Bug bounty platform for vibe coders. Post bugs, find fixes, run diagnostics.
|
— | ||||||||
| 49174 |
epa-mcp-server
Claim
EPA data: ECHO facility compliance, TRI releases, Superfund, drinking water, an…
|
— | ||||||||
| 49175 |
Hypermnesic
Claim
Git-native long-term memory for AI agents: your markdown files are the source o…
|
— | ||||||||
| 49176 |
MCP Unity Editor
Claim
Enables AI assistants to interact with Unity Editor through the Model Context P…
|
— | ||||||||
| 49177 |
todos
Claim
MCP server for task management, project knowledge, workspace trust, runner sand…
|
— | ||||||||
| 49178 |
fetch
Claim
|
— | ||||||||
| 49179 |
nmdc-mcp
Claim
A fastmcp-based tool for writing prompts against data in the NMDC database.
|
— | ||||||||
| 49180 |
node-mcp
Claim
An MCP server that offers arithmetic operations (addition and division) and cur…
|
— | ||||||||
| 49181 |
darkd-skills
Claim
Four specialized AI agent skills: Integral Hermeneutics (8-lens text interpreta…
|
— | ||||||||
| 49182 |
Airflow MCP
Claim
Enables natural language interaction with Apache Airflow for querying DAGs, mon…
|
— | ||||||||
| 49183 |
knowledge-graph-mcp
Claim
|
— | ||||||||
| 49184 |
x-mcp-server
Claim
Enables AI assistants to interact with X (Twitter) API v2 for posting tweets, s…
|
— | ||||||||
| 49185 |
Official DSers MCP for dropshipping: import, edit, price, and publish products …
|
— | ||||||||
| 49186 |
mcp-saas-connector
Claim
One MCP server for the SaaS back office. Stripe, HubSpot, and Google Sheets exp…
|
— | ||||||||
| 49187 |
Enables subnet calculations from CIDR notation, providing network address, broa…
|
— | ||||||||
| 49188 |
qorami-sdk
Claim
Check an email before an AI agent sends it: returns send / ask-a-human / block,…
|
— | ||||||||
| 49189 |
W3 MCP LSP Server
Claim
Provides JavaScript/TypeScript code intelligence via LSP, enabling goto definit…
|
— | ||||||||
| 49190 |
notion-mcp-server
Claim
Enables natural language interaction with Notion workspace, including search, p…
|
— | ||||||||
| 49191 |
AusLaw MCP
Claim
Enables users to search and retrieve Australian legislation and case law with f…
|
— | ||||||||
| 49192 |
ead-factory
Claim
EAD Factory MCP — Digital Trust services APIs for your agents
|
— | ||||||||
| 49193 |
React Native Expo MCP
Claim
An MCP server for React Native development with Expo, offering automated code r…
|
— | ||||||||
| 49194 |
bridge-mcp-server
Claim
Connects Ignition SCADA and Studio 5000 PLC to correlate tags end-to-end, trace…
|
— | ||||||||
| 49195 |
An MCP server that enables Claude to create and manage TestRail test cases dire…
|
— | ||||||||
| 49196 |
Jenkins MCP Server
Claim
Provides Jenkins CI/CD integration for AI assistants through the Model Context …
|
— | ||||||||
| 49197 |
Engram
Claim
A local memory layer for AI coding tools that stores user preferences, lessons,…
|
— | ||||||||
| 49198 |
H1B Sponsor MCP
Claim
Read-only MCP server for querying H-1B sponsoring employers from the USCIS data…
|
— | ||||||||
| 49199 |
aigently
Claim
Securely feeds summarized expert security rules into your coding assistance Cla…
|
— | ||||||||
| 49200 |
nexus-memory
Claim
A zero-dependency, file-based persistent memory system for AI agents with tiere…
|
— | ||||||||