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 | ||||||||||
| 1051 |
MCP Greetings Server
Claim
Enables AI assistants to greet users in 7 different languages including English…
|
B 81 5⁄5 | ||||||||
| 1052 |
financial-data
Claim
Stock prices, financials, insider trades, institutional holdings for 141K+ comp…
|
B 81 5⁄4 | ||||||||
| 1053 |
MoltLlama
Claim
Real-time DeFi data for AI agents. Provides yields, TVL, prices, DEX volumes, f…
|
B 81 6⁄6 | ||||||||
| 1054 |
MCP Excel Reader
Claim
Provides efficient handling of large Excel files through automatic chunking and…
|
B 81 5⁄5 | ||||||||
| 1055 |
Enables AI assistants to access and search Google Contacts through per-user OAu…
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B 81 5⁄5 | ||||||||
| 1056 |
A server implementing Anthropic's Model Context Protocol (MCP) for Firebird SQL…
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B 81 5⁄5 | ||||||||
| 1057 |
|
B 81 4⁄4 | ||||||||
| 1058 |
A lightweight MCP server that connects AI agents to a local Zotero library for …
|
B 81 5⁄5 | ||||||||
| 1059 |
|
B 81 5⁄4 | ||||||||
| 1060 |
git-steer
Claim
An autonomous GitHub management engine that enables control over repositories, …
|
B 81 5⁄4 | ||||||||
| 1061 |
Vehicle listings, market analysis, VIN decoding, recalls, and EV charging data
|
B 81 6⁄6 | ||||||||
| 1062 |
A security-focused Model Context Protocol server that enables controlled local …
|
B 81 5⁄4 | ||||||||
| 1063 |
Phone camera bridge for Claude Code — photos, live video, voice, and generative…
|
B 81 4⁄4 | ||||||||
| 1064 |
Enables AI assistants to write .env files with secrets stored locally, allowing…
|
B 81 5⁄4 | ||||||||
| 1065 |
Enables AI applications to write and execute natural language queries on organi…
|
B 81 6⁄4 | ||||||||
| 1066 |
Work with Kagi *without* API access (you'll need to be a customer, tho). Search…
|
B 81 5⁄5 | ||||||||
| 1067 |
Enables AI assistants to interact with Obsidian vaults through file operations …
|
B 81 5⁄4 | ||||||||
| 1068 |
mcp-debug
Claim
Command-line tool for debugging MCP servers
|
B 81 5⁄4 | ||||||||
| 1069 |
powersun-tron-mcp
Claim
TRON Energy marketplace + DEX swap aggregator for AI agents. 27 MCP tools.
|
B 81 6⁄6 | ||||||||
| 1070 |
Convert AI Skills (Claude Skills format) to MCP server resources - Part of BioC…
|
B 81 5⁄5 | ||||||||
| 1071 |
An MCP (Model Context Protocol) server that provides AI tools with access to Fu…
|
B 81 5⁄5 | ||||||||
| 1072 |
The Model Context Protocol (MCP) is an open-source implementation that bridges …
|
B 81 5⁄4 | ||||||||
| 1073 |
An MCP server that enables AI assistants to browse Storybook components, manage…
|
B 81 5⁄4 | ||||||||
| 1074 |
Kenya legislation via MCP — full-text search across statutes and provisions
|
B 81 5⁄4 | ||||||||
| 1075 |
Enables AI-assisted creation, editing, and visualization of VibeTide 2D platfor…
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B 81 5⁄5 | ||||||||
| 1076 |
MCP server for video/audio processing via FFmpeg - convert, compress, trim, ext…
|
B 81 5⁄5 | ||||||||
| 1077 |
A very simple vector store that provides capability to watch a list of director…
|
B 81 5⁄4 | ||||||||
| 1078 |
MCP server for https://oathe.ai security audits. Runtime behavioral analysis an…
|
B 81 5⁄5 | ||||||||
| 1079 |
Provides access to geographical and tourism information about Colombia, includi…
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B 81 5⁄5 | ||||||||
| 1080 |
An MCP server that bridges to multiple OpenAI-compatible LLMs - your AI rubber …
|
B 81 5⁄4 | ||||||||
| 1081 |
An MCP server for web intelligence extraction that provides 55 tools for extrac…
|
B 81 4⁄4 | ||||||||
| 1082 |
Local MCP server that shows AI agents which patterns your team actually uses, w…
|
B 81 4⁄4 | ||||||||
| 1083 |
Enables AI assistants to access Venice AI's capabilities including chat with op…
|
B 81 5⁄5 | ||||||||
| 1084 |
Connects AI assistants to a self-hosted Your Spotify instance and Spotify's Web…
|
B 81 5⁄5 | ||||||||
| 1085 |
micro-data-api-factory
Claim
17+ Japan MCP tools (weather/calendar v2/local-pack/enrich). x402 on Base, wall…
|
B 81 6⁄6 | ||||||||
| 1086 |
MCP Joplin Server
Claim
Enables AI clients to interact with Joplin notes through the Web Clipper API. S…
|
B 81 5⁄4 | ||||||||
| 1087 |
Enables users to control their Toleno mining account directly from Claude AI us…
|
B 81 5⁄5 | ||||||||
| 1088 |
copilot-memory-store
Claim
Enables AI tools like GitHub Copilot to manage and persist context using a loca…
|
B 81 5⁄4 | ||||||||
| 1089 |
Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bin…
|
B 81 5⁄5 | ||||||||
| 1090 |
Ragora
Claim
Search your knowledge bases from any AI assistant using hybrid RAG.
|
B 81 6⁄6 | ||||||||
| 1091 |
MCP server that provides AI assistants with access to the Smithsonian Instituti…
|
B 81 5⁄5 | ||||||||
| 1092 |
A Model Context Protocol server that bridges LLMs (like Claude) with the Fitbit…
|
B 81 5⁄4 | ||||||||
| 1093 |
TypeScript template for building MCP servers with declarative tooling, observab…
|
B 81 5⁄4 | ||||||||
| 1094 |
Provides an enterprise-grade Model Context Protocol implementation with advance…
|
B 81 5⁄5 | ||||||||
| 1095 |
Provides security scanning capabilities through Snyk CLI tools and REST API, en…
|
B 81 5⁄5 | ||||||||
| 1096 |
Provides a comprehensive suite of 76 tools for AWS cloud resource optimization,…
|
B 81 5⁄5 | ||||||||
| 1097 |
MCP server for bidirectional AI agent collaboration — 5 tools for spawning and …
|
B 81 4⁄4 | ||||||||
| 1098 |
Manage multiple SSH servers from one MCP: command execution, file transfer/rsyn…
|
B 81 5⁄5 | ||||||||
| 1099 |
📜 An MCP server for conversation history search and retrieval in Claude Code
|
B 81 5⁄5 | ||||||||
| 1100 |
SuperCollider MCP Server
Claim
Enables AI assistants to generate and control real-time audio synthesis through…
|
B 81 5⁄5 | ||||||||