MCP Server Quality Scores
Independent quality analysis of 59993 public MCP servers
Last updated 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 851 |
filesystem-mcp
Claim
A TypeScript-based MCP server that implements a simple notes system, allowing u…
|
B 81 5⁄5 | ||||||||
| 852 |
Provides a comprehensive suite of 76 tools for AWS cloud resource optimization,…
|
B 81 5⁄5 | ||||||||
| 853 |
An MCP server for web intelligence extraction that provides 55 tools for extrac…
|
B 81 4⁄4 | ||||||||
| 854 |
Enables orchestration of multiple Jules AI workers for tasks like code generati…
|
B 81 5⁄5 | ||||||||
| 855 |
Pronunciation scoring, speech-to-text, and text-to-speech for AI agents.
|
B 81 6⁄6 | ||||||||
| 856 |
Fuzzy search and browse Apple Messages/iMessage from CLI or MCP server
|
B 81 5⁄4 | ||||||||
| 857 |
|
B 81 5⁄4 | ||||||||
| 858 |
Facilitates the creation of DecentSampler drum kit configurations, supporting W…
|
B 81 5⁄5 | ||||||||
| 859 |
Enables AI assistants to interact with the Finizi B4B platform through 15 compr…
|
B 81 5⁄5 | ||||||||
| 860 |
The Model Context Protocol (MCP) is an open-source implementation that bridges …
|
B 81 5⁄4 | ||||||||
| 861 |
powersun-tron-mcp
Claim
TRON Energy marketplace + DEX swap aggregator for AI agents. 27 MCP tools.
|
B 81 6⁄6 | ||||||||
| 862 |
claude-tools-mcp
Claim
MCP server that exposes Claude Code's file and shell tools (bash, read, write, …
|
B 81 5⁄4 | ||||||||
| 863 |
An MCP server for managing standalone Cisco C-Series rack servers through the C…
|
B 81 5⁄5 | ||||||||
| 864 |
A dedicated MCP (Model Context Protocol) server for recording and organizing co…
|
B 81 5⁄5 | ||||||||
| 865 |
AI-powered Excel translation preserving formatting, formulas, and data integrit…
|
B 81 5⁄4 | ||||||||
| 866 |
Indexes your codebase's public API and serves it via compact MCP tool responses.
|
B 81 5⁄5 | ||||||||
| 867 |
AI-powered mobile device automation for Android and iOS devices, emulators, and…
|
B 81 5⁄5 | ||||||||
| 868 |
A lightweight Model Context Protocol (MCP) orchestrator designed for efficiency…
|
B 81 5⁄4 | ||||||||
| 869 |
台灣證交所OpenAPI 的 MCP Server 同時整合部分即時報價和櫃檯買賣中心TPEx OpenAPI, 臺灣期貨交易所TAIFEX OpenAPI
|
B 81 6⁄6 | ||||||||
| 870 |
MCP server for querying and validating OpenStreetMap tags
|
B 81 5⁄4 | ||||||||
| 871 |
Enables local LLMs in LM Studio to perform web searches through a privacy-focus…
|
B 81 5⁄5 | ||||||||
| 872 |
Estonian legislation via MCP — full-text search across statutes and provisions
|
B 81 5⁄4 | ||||||||
| 873 |
Provides MCP-compatible access to Holaspirit's API, allowing AI assistants to i…
|
B 81 5⁄5 | ||||||||
| 874 |
dingtalk-wiki-mcp
Claim
Enables AI agents to read, browse, and create DingTalk Wiki content, including …
|
B 81 5⁄5 | ||||||||
| 875 |
Enables searching and downloading subtitles from OpenSubtitles.com through thei…
|
B 81 5⁄5 | ||||||||
| 876 |
Analyzes genealogy trees to detect errors, duplicates, and timeline inconsisten…
|
B 81 5⁄4 | ||||||||
| 877 |
steampipe-mcp
Claim
steampipe-mcp
|
B 81 5⁄5 | ||||||||
| 878 |
Enables comprehensive file operations including reading, writing, searching, an…
|
B 81 5⁄5 | ||||||||
| 879 |
Enables AI assistants to access and search Google Contacts through per-user OAu…
|
B 81 5⁄5 | ||||||||
| 880 |
Enables AI assistants to capture screenshots from the OCP CAD Viewer, allowing …
|
B 81 5⁄4 | ||||||||
| 881 |
A Model Context Protocol server that automatically reads the Claude Desktop con…
|
B 81 5⁄5 | ||||||||
| 882 |
Orchestrates parallel Claude Code worker swarms with protocol-based behavioral …
|
B 81 5⁄5 | ||||||||
| 883 |
GPU-accelerated graph visualization and analytics server for Large Language Mod…
|
B 81 5⁄5 | ||||||||
| 884 |
An intelligent memory MCP server that provides AI applications with semantic se…
|
B 81 5⁄5 | ||||||||
| 885 |
Phone camera bridge for Claude Code — photos, live video, voice, and generative…
|
B 81 4⁄4 | ||||||||
| 886 |
A Node.js MCP server that enables human-in-the-loop workflow for AI development…
|
B 81 5⁄4 | ||||||||
| 887 |
Enables AI assistants to publish, schedule, and manage social media posts acros…
|
B 81 5⁄5 | ||||||||
| 888 |
Enables AI agents to discover, request access to, and query data products in Da…
|
B 81 5⁄4 | ||||||||
| 889 |
Enables AI assistants to interact with BigCommerce stores through comprehensive…
|
B 81 5⁄5 | ||||||||
| 890 |
Create, read, validate, and save Stella system dynamics models (.stmx files in …
|
B 81 5⁄4 | ||||||||
| 891 |
Create polished, professional PDFs from a single prompt. Documentation, reports…
|
B 81 5⁄5 | ||||||||
| 892 |
Monitors development commands and exposes terminal output to Claude in real-tim…
|
B 81 5⁄4 | ||||||||
| 893 |
Track shipments and search shipping products (DPD, InPost, DHL, FedEx, UPS, GLS…
|
B 81 6⁄6 | ||||||||
| 894 |
A proof of concept MCP server for Apache OFBiz
|
B 81 5⁄4 | ||||||||
| 895 |
Enables AI assistants to interact with Cisco Webex messaging through 52 compreh…
|
B 81 5⁄5 | ||||||||
| 896 |
Enables users to search and fetch Google's Gemini API documentation directly wi…
|
B 81 5⁄5 | ||||||||
| 897 |
Enables AI agents to interact with macOS applications (Finder, Mail, Contacts, …
|
B 81 5⁄5 | ||||||||
| 898 |
An enhanced Model Context Protocol server that enables Claude to interact with …
|
B 81 5⁄5 | ||||||||
| 899 |
AAVE V2/V3 lending & governance MCP — 7 chains via The Graph subgraphs
|
B 81 5⁄4 | ||||||||
| 900 |
7-signal stablecoin risk scoring. 13 tools, 28+ tokens, SAFE/CAUTION/AVOID verd…
|
B 81 6⁄6 | ||||||||