MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 30 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 23101 |
MCP server for Styx — intelligent AI routing across OpenAI, Anthropic, Google, …
|
C 61 4⁄3 | ||||||||
| 23102 |
Live Marketing Data MCP
Claim
Connect AI assistants to live Meta Ads, GA4, and Google Search Console data. 10…
|
C 61 3⁄3 | ||||||||
| 23103 |
ANTLR4 MCP Server
|
C 61 3⁄3 | ||||||||
| 23104 |
Sandboxed workspace MCP: file ops, argv-only run_command, list_files; BYO LLM p…
|
C 61 3⁄3 | ||||||||
| 23105 |
Experimental code intelligence platform for Claude Code with AST parsing and co…
|
C 61 4⁄3 | ||||||||
| 23106 |
Provides tools for obtaining system CPU and memory statistics through FastAPI e…
|
C 61 4⁄3 | ||||||||
| 23107 |
MCP server for MTS Exolve — SMS, calls, recordings, Viber messaging (Russia)
|
C 61 3⁄3 | ||||||||
| 23108 |
vurb.ts
Claim
TypeScript framework for building production MCP servers. Fluent tool API, FSM …
|
C 61 4⁄3 | ||||||||
| 23109 |
Enables AI assistants to interact with GitHub through the PyGithub library, pro…
|
C 61 4⁄4 | ||||||||
| 23110 |
mcp_rails_template
Claim
A minimal Rails API template for creating MCP (Model Context Protocol) servers …
|
C 61 3⁄3 | ||||||||
| 23111 |
Index of all Model Context Protocol (MCP) clients and their capabilities
|
C 61 4⁄3 | ||||||||
| 23112 |
awesome-mcp-servers
Claim
A collection of MCP servers.
|
C 61 3⁄3 | ||||||||
| 23113 |
rs-utcp
Claim
Official Rust implementation of the UTCP
|
C 61 4⁄3 | ||||||||
| 23114 |
A structural template for developing Model Context Protocol (MCP) servers, feat…
|
C 61 4⁄3 | ||||||||
| 23115 |
whatsapp_server
Claim
|
C 61 3⁄3 | ||||||||
| 23116 |
HTTP MCP Client-Server for video enhancement API
|
C 61 3⁄3 | ||||||||
| 23117 |
Provides mathematical operations (expression evaluation, arithmetic, advanced c…
|
C 61 4⁄4 | ||||||||
| 23118 |
Hyperliquid MCP Server
Claim
Enables Claude Desktop to interact with Hyperliquid DEX for trading perpetual f…
|
C 61 4⁄4 | ||||||||
| 23119 |
MCP server for Runrun.it: Tasks, Comments, Projects
|
C 61 4⁄3 | ||||||||
| 23120 |
Scrapes webpages and converts them to markdown using AI-powered interaction to …
|
C 61 4⁄4 | ||||||||
| 23121 |
A Model Context Protocol (MCP) server built with the mcp-framework for developi…
|
C 61 4⁄3 | ||||||||
| 23122 |
mcprouter
Claim
api router for MCP Servers
|
C 61 4⁄3 | ||||||||
| 23123 |
Enables enhanced decision-making through hierarchical LLM analysis, using three…
|
C 61 4⁄4 | ||||||||
| 23124 |
Credential isolation proxy for AI agents. Injects secrets at the network bounda…
|
C 61 4⁄3 | ||||||||
| 23125 |
Enables comprehensive management of Tailscale networks including device managem…
|
C 61 4⁄4 | ||||||||
| 23126 |
Enables querying real-time stock prices, gold, crypto, interest rates, portfoli…
|
C 61 3⁄3 | ||||||||
| 23127 |
Provides access to Formula 1 data including driver and constructor championship…
|
C 61 4⁄4 | ||||||||
| 23128 |
Enables interaction with Android devices via the Android Debug Bridge (ADB), al…
|
C 61 4⁄3 | ||||||||
| 23129 |
stale-gate-janitor
Claim
Daily 04:00 CT housekeeping over data/approval-gates/
|
C 61 3⁄3 | ||||||||
| 23130 |
Enables AI assistants to interact with Databricks Genie Spaces through MCP tool…
|
C 61 4⁄4 | ||||||||
| 23131 |
A server that dynamically exposes FileMaker scripts as tools, providing a Gradi…
|
C 61 4⁄4 | ||||||||
| 23132 |
Provides tools for managing quantitative research knowledge graphs, enabling st…
|
C 61 4⁄4 | ||||||||
| 23133 |
aegis-protocol
Claim
Trustless escrow for AI agent-to-agent transactions on Base L2 with ERC-8004 id…
|
C 61 4⁄3 | ||||||||
| 23134 |
Enhanced graph-based memory with a focus on AI role-play and story generation
|
C 61 4⁄3 | ||||||||
| 23135 |
A development server that automatically discovers and exposes tools from the sr…
|
C 61 4⁄3 | ||||||||
| 23136 |
Enables comprehensive image processing, stock image search from Pexels and Pixa…
|
C 61 4⁄4 | ||||||||
| 23137 |
mcp_on_ruby
Claim
💎 A Ruby implementation of the Model Context Protocol
|
C 61 4⁄3 | ||||||||
| 23138 |
Dune MCP Server connects your AI assistant to Dune Analytics, the leading platf…
|
C 61 4⁄4 | ||||||||
| 23139 |
A Model Context Protocol server for Atlassian Jira and Confluence that supports…
|
C 61 4⁄4 | ||||||||
| 23140 |
mcp-server
Claim
SEC filings and financial data for AI agents: 46 tools for financials, valuatio…
|
C 61 3⁄3 | ||||||||
| 23141 |
Enables AI agents to interact with web browsers using natural language, featuri…
|
C 61 4⁄3 | ||||||||
| 23142 |
Integrates ThePornDB API into MCP-compatible applications to search for adult v…
|
C 61 4⁄4 | ||||||||
| 23143 |
Unified context intelligence layer for AI agents, enabling orchestration of mem…
|
C 61 4⁄3 | ||||||||
| 23144 |
rememex
Claim
semantic search for your local files find by meaning, not keywords. 120+ file t…
|
C 61 4⁄3 | ||||||||
| 23145 |
Enables AI systems to perform full-text and semantic search operations over str…
|
C 61 4⁄4 | ||||||||
| 23146 |
MCP server for Tochka Bank API — payments, invoices, acquiring, subscriptions
|
C 61 3⁄3 | ||||||||
| 23147 |
A TypeScript implementation of the MCP Agent framework, providing tools for bui…
|
C 61 4⁄3 | ||||||||
| 23148 |
Enables step-through debugging for C#, Node.js/TypeScript, Python, and Dart app…
|
C 61 4⁄3 | ||||||||
| 23149 |
A Model Context Protocol implementation with a modular architecture that expose…
|
C 61 4⁄4 | ||||||||
| 23150 |
anyquery
Claim
Query more than 40 apps with one binary using SQL. It can also connect to your …
|
C 61 4⁄4 | ||||||||