MCP Server Quality Scores
Independent quality analysis of 59993 public MCP servers
Last updated 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1101 |
Huawei AppGallery Connect MCP: upload APK/AAB, update metadata, submit and mana…
|
B 81 4⁄4 | ||||||||
| 1102 |
Local MCP server that shows AI agents which patterns your team actually uses, w…
|
B 81 4⁄4 | ||||||||
| 1103 |
Enables LLMs to interact with GitHub issues by providing details as tasks, allo…
|
B 80 5⁄5 | ||||||||
| 1104 |
Visa Acceptance
Claim
The Visa Acceptance Model Context Protocol server allows you to integrate with …
|
B 80 5⁄5 | ||||||||
| 1105 |
Automatically records AI conversation turns and code changes to local Markdown …
|
B 80 5⁄5 | ||||||||
| 1106 |
A secure local DID signer for AmikoNet that manages private keys and creates cr…
|
B 80 6⁄6 | ||||||||
| 1107 |
Enables secure execution of shell commands and file operations within isolated …
|
B 80 5⁄5 | ||||||||
| 1108 |
MCP server for LakeXpress — automated database-to-cloud data pipeline as Parquet
|
B 80 5⁄5 | ||||||||
| 1109 |
Indonesian legislation via MCP — full-text search across statutes and provisions
|
B 80 5⁄4 | ||||||||
| 1110 |
Connects Bear Notes to AI assistants using semantic search and RAG (Retrieval-A…
|
B 80 5⁄4 | ||||||||
| 1111 |
Enables AI tools to interact with Oracle databases through query execution, sch…
|
B 80 5⁄5 | ||||||||
| 1112 |
AI safety middleware — detects self-harm and criminal intent in LLM prompts.
|
B 80 4⁄4 | ||||||||
| 1113 |
Manage pfSense firewalls through AI assistants — rules, DHCP, DNS, and more
|
B 80 5⁄5 | ||||||||
| 1114 |
Provides intelligent semantic code search using local AI embeddings, enabling n…
|
B 80 5⁄5 | ||||||||
| 1115 |
A Model Context Protocol server that provides secure access to N Lobby school p…
|
B 80 5⁄4 | ||||||||
| 1116 |
Generates SVG diagram files from Mermaid syntax with support for multiple theme…
|
B 80 5⁄4 | ||||||||
| 1117 |
Enable your LLM to manage tasks, projects, sections, comments, labels, and coll…
|
B 80 5⁄4 | ||||||||
| 1118 |
A robust Model Control Protocol server that enables AI agents to access real-ti…
|
B 80 5⁄5 | ||||||||
| 1119 |
Code indexing MCP: 15 tools, 10 languages, hybrid search, call graphs, O(1) ret…
|
B 80 5⁄5 | ||||||||
| 1120 |
Corporate debt structure data for AI agents. Search 250+ issuers, 5,000+ bonds …
|
B 80 5⁄5 | ||||||||
| 1121 |
Search, lookup, map, and navigate OMOP medical vocabularies via AI agents
|
B 80 5⁄4 | ||||||||
| 1122 |
An MCP server to interface with the Google Calendar API. Based on TypeScript.
|
B 80 5⁄5 | ||||||||
| 1123 |
MCP server for Caido proxy integration. Enables AI assistants like Claude Code …
|
B 80 4⁄4 | ||||||||
| 1124 |
Give your AI coding assistant ears — capture, analyze, and describe live audio.
|
B 80 4⁄4 | ||||||||
| 1125 |
Provides secure, read-only access to Gmail for Claude CLI with label-based filt…
|
B 80 5⁄5 | ||||||||
| 1126 |
Clockify MCP
|
B 80 5⁄5 | ||||||||
| 1127 |
An MCP server that enables Claude to break down complex problems into manageabl…
|
B 80 5⁄5 | ||||||||
| 1128 |
MCP as a Judge: a behavioral MCP that strengthens AI coding assistants via expl…
|
B 80 5⁄5 | ||||||||
| 1129 |
MCP server that loads and serves skills from a mounted directory with hot reloa…
|
B 80 5⁄4 | ||||||||
| 1130 |
Enables LLM tools like Claude Desktop to query databases via ODBC connections, …
|
B 80 5⁄4 | ||||||||
| 1131 |
Enables brand visibility monitoring across major AI platforms like ChatGPT, Cla…
|
B 80 5⁄5 | ||||||||
| 1132 |
A bridge server that allows LLM tools to interact with an Obsidian vault throug…
|
B 80 5⁄4 | ||||||||
| 1133 |
Enables users to manage tasks through a simple JSON file interface. Provides ba…
|
B 80 5⁄4 | ||||||||
| 1134 |
Enables LLMs to run rule-based molecular interaction simulations using the Kapp…
|
B 80 6⁄6 | ||||||||
| 1135 |
Search arXiv papers, download full text, semantic search, citation graphs, and …
|
B 80 5⁄5 | ||||||||
| 1136 |
tiger-slack
Claim
Real-time Slack ingest and MCP server to power your agentic Slack bots
|
B 80 5⁄4 | ||||||||
| 1137 |
Identity resolution MCP server for phone/email lookups across 31+ services. Glo…
|
B 80 6⁄6 | ||||||||
| 1138 |
Enables AI-powered instant code merging at 10,000+ tokens/sec and agentic codeb…
|
B 80 5⁄5 | ||||||||
| 1139 |
Enables remote control of AI coding assistants (Claude Code/Codex) via Telegram…
|
B 80 5⁄5 | ||||||||
| 1140 |
MCP server for npm package management, security analysis, and compatibility che…
|
B 80 5⁄5 | ||||||||
| 1141 |
Enables multi-agent collaboration across different AI assistants and projects b…
|
B 80 5⁄5 | ||||||||
| 1142 |
|
B 80 5⁄4 | ||||||||
| 1143 |
Salesforce CRM integration — opportunities, accounts, SOQL, file downloads, ana…
|
B 80 4⁄4 | ||||||||
| 1144 |
DockaShell is an MCP server that provides AI agents with isolated Docker contai…
|
B 80 5⁄4 | ||||||||
| 1145 |
Unity Editor integration with Model Context Protocol (MCP) enabling AI assistan…
|
B 80 5⁄4 | ||||||||
| 1146 |
Code indexing MCP: 15 tools, 10 languages, hybrid search, call graphs, O(1) ret…
|
B 80 5⁄5 | ||||||||
| 1147 |
An MCP server that automates the migration of WordPress sites into production-r…
|
B 80 5⁄5 | ||||||||
| 1148 |
Terminal Hook
Claim
A VSCode and Cursor extension that captures real-time terminal output and expos…
|
B 80 5⁄4 | ||||||||
| 1149 |
|
B 80 5⁄4 | ||||||||
| 1150 |
Enables AI assistants to search products, compare prices, and find the best dea…
|
B 80 5⁄5 | ||||||||