MCP Server Quality Scores
Independent quality analysis of 48148 public MCP servers
Last updated 1 hour, 37 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 23201 |
A Model Context Protocol implementation with a modular architecture that expose…
|
C 61 4⁄4 | ||||||||
| 23202 |
mcp-server
Claim
34 stock valuation, financial data, and portfolio management tools for AI agent…
|
C 61 3⁄3 | ||||||||
| 23203 |
Enables AI agents to interact with web browsers using natural language, featuri…
|
C 61 4⁄3 | ||||||||
| 23204 |
Driven Intent Negotiation — Contract-Oriented Deterministic Executable Runtime …
|
C 61 5⁄5 | ||||||||
| 23205 |
MIDI Analyzer MCP Server
Claim
Enables comprehensive analysis of MIDI SMF files including loading, parsing, tr…
|
C 61 4⁄3 | ||||||||
| 23206 |
moling
Claim
MoLing is a computer-use and browser-use based MCP server. It is a locally depl…
|
C 61 4⁄3 | ||||||||
| 23207 |
anyquery
Claim
Query more than 40 apps with one binary using SQL. It can also connect to your …
|
C 61 4⁄4 | ||||||||
| 23208 |
A structural template for developing Model Context Protocol (MCP) servers, feat…
|
C 61 4⁄3 | ||||||||
| 23209 |
Open Targets MCP server for targets, diseases, drugs, variants, and evidence
|
C 61 4⁄3 | ||||||||
| 23210 |
MCP server for Styx — intelligent AI routing across OpenAI, Anthropic, Google, …
|
C 61 4⁄3 | ||||||||
| 23211 |
MCP server for Mindbox CDP API — customer profiles, orders, segments. 3 tools.
|
C 61 3⁄3 | ||||||||
| 23212 |
MCP server for Backlog API integration with AI agents.
|
C 61 4⁄3 | ||||||||
| 23213 |
aegis-protocol
Claim
Trustless escrow for AI agent-to-agent transactions on Base L2 with ERC-8004 id…
|
C 61 4⁄3 | ||||||||
| 23214 |
|
C 61 3⁄3 | ||||||||
| 23215 |
A server that dynamically exposes FileMaker scripts as tools, providing a Gradi…
|
C 61 4⁄4 | ||||||||
| 23216 |
A multi-agent research system using a shared blackboard (belief store) for agen…
|
C 60 3⁄3 | ||||||||
| 23217 |
A Model Context Protocol (MCP) integration that allows AI assistants to control…
|
C 60 4⁄4 | ||||||||
| 23218 |
awesome-dxt-mcp
Claim
🚀 A curated list of awesome Desktop Extensions (DXT) and MCP servers for Claude…
|
C 60 3⁄3 | ||||||||
| 23219 |
awesome-mcp-security
Claim
Security scores for 800+ MCP servers. 9 analyzers scan for prompt injection, to…
|
C 60 3⁄3 | ||||||||
| 23220 |
MCP Web Search Server
Claim
Enables privacy-focused web searches, social media lookups, and web archive ret…
|
C 60 4⁄4 | ||||||||
| 23221 |
A Multi-Agent Conversation Protocol Server for the BrowserBase API, auto-genera…
|
C 60 4⁄3 | ||||||||
| 23222 |
mcs-mcp
Claim
Provide Monte-Carlo-Simulation and Flow Data diagnostics to AI Agents
|
C 60 4⁄3 | ||||||||
| 23223 |
An MCP server that allows AI assistants to interact with the ServiceTitan API, …
|
C 60 4⁄3 | ||||||||
| 23224 |
Provides semantic code intelligence tools (search, structural views) and a work…
|
C 60 4⁄3 | ||||||||
| 23225 |
Meta-Dynamic MCP Server
Claim
Aggregates multiple remote Model Context Protocol endpoints and exposes them th…
|
C 60 4⁄4 | ||||||||
| 23226 |
Agentfy
Claim
🤖 Agentfy is a modular microservices architecture designed to process user requ…
|
C 60 4⁄3 | ||||||||
| 23227 |
Agent-Fusion
Claim
Agent Fusion is a local RAG semantic search engine that gives AI agents instan…
|
C 60 4⁄3 | ||||||||
| 23228 |
A WooCommerce (MCP) Model Context Protocol server
|
C 60 4⁄3 | ||||||||
| 23229 |
metis
Claim
Flight Levels work management with MCP server integration for AI agents. CLI,…
|
C 60 4⁄3 | ||||||||
| 23230 |
MCP server for integrating Actual Budget with Claude and other LLM assistants.
|
C 60 4⁄3 | ||||||||
| 23231 |
Provides Azure Entra ID authenticated access to organizational development reso…
|
C 60 4⁄4 | ||||||||
| 23232 |
An MCP server that exposes the full YNAB API, allowing LLMs to read and manage …
|
C 60 4⁄4 | ||||||||
| 23233 |
|
C 60 3⁄3 | ||||||||
| 23234 |
A cryptocurrency price service that provides real-time crypto pricing informati…
|
C 60 4⁄4 | ||||||||
| 23235 |
Enables interaction with RSS readers that support the FreshRSS API through natu…
|
C 60 4⁄4 | ||||||||
| 23236 |
Enables AI assistants to debug frontend applications by providing direct access…
|
C 60 4⁄3 | ||||||||
| 23237 |
local-rag-mcp-server
Claim
A fully offline local RAG server that utilizes ChromaDB and Ollama to index and…
|
C 60 3⁄3 | ||||||||
| 23238 |
Enables AI agents to create, read, and manipulate Excel workbooks without Micro…
|
C 60 4⁄4 | ||||||||
| 23239 |
MCP server for automating Xiaohongshu (RED Note). Publish posts, search content…
|
C 60 4⁄3 | ||||||||
| 23240 |
An MCP server that enables programmatic interaction with Microsoft Word documen…
|
C 60 4⁄4 | ||||||||
| 23241 |
Knapcode.SampleMcpServer
Claim
A sample MCP server using the MCP C# SDK. Generates random numbers and random w…
|
C 60 3⁄3 | ||||||||
| 23242 |
This server facilitates the invocation of AI models from providers like Anthrop…
|
C 60 4⁄3 | ||||||||
| 23243 |
A server that enables creating and editing PowerPoint presentations programmati…
|
C 60 4⁄4 | ||||||||
| 23244 |
Enables AI assistants to interact with SQL Server databases through natural lan…
|
C 60 4⁄4 | ||||||||
| 23245 |
sir-thaddeus
Claim
A privacy-first, local AI copilot and permissioned agent runtime for Windows. P…
|
C 60 4⁄3 | ||||||||
| 23246 |
A comprehensive Model Context Protocol server that enables users to interact wi…
|
C 60 4⁄4 | ||||||||
| 23247 |
Google Drive MCP Server
Claim
Enables comprehensive Google Drive operations including file management, conten…
|
C 60 4⁄4 | ||||||||
| 23248 |
Awesome-MCP
Claim
Awesome ModelContextProtocol resources - A curated list of MCP resources
|
C 60 3⁄3 | ||||||||
| 23249 |
SageFs
Claim
Sage Mode for F# development — REPL with solution or project loading, Live Test…
|
C 60 4⁄3 | ||||||||
| 23250 |
A Model Context Protocol server that enables interaction with Apache SeaTunnel …
|
C 60 4⁄4 | ||||||||