MCP Server Quality Scores
Independent quality analysis of 66402 public MCP servers
Last updated 1 hour, 18 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1101 |
A lightweight MCP server that connects AI agents to a local Zotero library for …
|
B 81 5⁄5 | ||||||||
| 1102 |
Convert AI Skills (Claude Skills format) to MCP server resources - Part of BioC…
|
B 81 5⁄5 | ||||||||
| 1103 |
Enables deployment and management of applications on the Citizen platform from …
|
B 80 5⁄5 | ||||||||
| 1104 |
Task management API built for AI agents. Create, delegate, and track tasks with…
|
B 80 5⁄4 | ||||||||
| 1105 |
Deploy web apps via AI agents with sota.io. 9 tools for deploy, logs, env, and …
|
B 80 5⁄4 | ||||||||
| 1106 |
Provides current Unix timestamp in seconds, milliseconds, and ISO 8601 format t…
|
B 80 4⁄4 | ||||||||
| 1107 |
Enables automatic validation and correction of Re:VIEW manuscript files by chec…
|
B 80 5⁄5 | ||||||||
| 1108 |
An MCP server implementation that provides tools for retrieving and processing …
|
B 80 5⁄4 | ||||||||
| 1109 |
Enables querying and managing PostgreSQL and MySQL databases through natural la…
|
B 80 5⁄5 | ||||||||
| 1110 |
Enables fast semantic code search and analysis across 15+ programming languages…
|
B 80 5⁄4 | ||||||||
| 1111 |
A Model Context Protocol (MCP) server designed to easily dump your codebase con…
|
B 80 5⁄4 | ||||||||
| 1112 |
An MCP server that enables AI assistants to navigate, search, and analyze local…
|
B 80 5⁄4 | ||||||||
| 1113 |
Injection molding simulation expertise — materials, process validation, and DFM…
|
B 80 5⁄5 | ||||||||
| 1114 |
Code indexing MCP: 15 tools, 10 languages, hybrid search, call graphs, O(1) ret…
|
B 80 5⁄5 | ||||||||
| 1115 |
Enables AI assistants to edit Microsoft Word documents live while they are open…
|
B 80 5⁄5 | ||||||||
| 1116 |
Transmission MCP Server
Claim
Provides tools for interacting with the Transmission BitTorrent client via natu…
|
B 80 5⁄4 | ||||||||
| 1117 |
Enables code review operations on GitHub and GitLab, including fetching pull/me…
|
B 80 5⁄5 | ||||||||
| 1118 |
espresso-mcp
|
B 80 5⁄5 | ||||||||
| 1119 |
Jamaican legislation via MCP — full-text search across statutes and provisions
|
B 80 5⁄4 | ||||||||
| 1120 |
A unified smart home automation system that enables control and monitoring of M…
|
B 80 5⁄4 | ||||||||
| 1121 |
MCP server that enables your agents to use coding rules from any or your GitHub…
|
B 80 5⁄5 | ||||||||
| 1122 |
BTCFi API
Claim
Bitcoin data for AI agents. 27 tools with x402 micropayments. No API keys neede…
|
B 80 6⁄6 | ||||||||
| 1123 |
Enables AI agents to manage n8n workflow automation instances through tools for…
|
B 80 5⁄5 | ||||||||
| 1124 |
A specialized MCP server for Claude Desktop that allows executing terminal comm…
|
B 80 5⁄5 | ||||||||
| 1125 |
DevServer MCP
Claim
Monitors development server logs in real-time and provides Claude with immediat…
|
B 80 5⁄4 | ||||||||
| 1126 |
Enables AI assistants to interact with Autodesk Construction Cloud (ACC) projec…
|
B 80 5⁄5 | ||||||||
| 1127 |
⏰ Time MCP Server: Giving LLMs Time Awareness Capabilities
|
B 80 5⁄5 | ||||||||
| 1128 |
Provides 14 enhanced intelligent search tools for both international platforms …
|
B 80 5⁄4 | ||||||||
| 1129 |
|
B 80 5⁄5 | ||||||||
| 1130 |
ForIT Microsoft Graph
Claim
Provides direct access to Microsoft Graph API with multi-tenant account managem…
|
B 80 5⁄5 | ||||||||
| 1131 |
Codex Peers MCP
Claim
Enables peer discovery and direct messaging between multiple Codex sessions run…
|
B 80 4⁄4 | ||||||||
| 1132 |
Enables AI assistants to interact with Bitget cryptocurrency exchange for spot …
|
B 80 5⁄5 | ||||||||
| 1133 |
|
B 80 5⁄4 | ||||||||
| 1134 |
A Model Context Protocol server for Azure CosmosDB database operations that pro…
|
B 80 5⁄5 | ||||||||
| 1135 |
Gracefully closes Cursor work sessions by syncing context files across multiple…
|
B 80 5⁄5 | ||||||||
| 1136 |
Enables LLMs to interact with Google BigQuery by inspecting database schemas, l…
|
B 80 5⁄5 | ||||||||
| 1137 |
Enables AI agents to launch and manage system processes with strict security co…
|
B 80 5⁄5 | ||||||||
| 1138 |
Model Context Protocol server for Excalidraw diagrams.
|
B 80 5⁄4 | ||||||||
| 1139 |
Enables AI assistants to interact with ERPNext/Frappe instances through the RES…
|
B 80 5⁄5 | ||||||||
| 1140 |
Code indexing MCP: 15 tools, 10 languages, hybrid search, call graphs, O(1) ret…
|
B 80 5⁄5 | ||||||||
| 1141 |
Provides real-time access to shadcn-svelte component documentation and develope…
|
B 80 5⁄5 | ||||||||
| 1142 |
Enables interaction with SiYuan Note through its API for comprehensive note man…
|
B 80 5⁄4 | ||||||||
| 1143 |
Production-ready MCP server for intelligent handling of large files with smart …
|
B 80 5⁄4 | ||||||||
| 1144 |
Reduces log files for AI consumption — 50-90% token reduction via 18 determinis…
|
B 80 5⁄4 | ||||||||
| 1145 |
Enables remote server administration via SSH, supporting command execution, SFT…
|
B 80 5⁄4 | ||||||||
| 1146 |
Search, lookup, map, and navigate OMOP medical vocabularies via AI agents
|
B 80 5⁄4 | ||||||||
| 1147 |
Integration with gmail and Google Calendar.
|
B 80 5⁄5 | ||||||||
| 1148 |
Map financial identifiers (ISIN, CUSIP, SEDOL, Ticker) to FIGIs via OpenFIGI API
|
B 80 5⁄4 | ||||||||
| 1149 |
An MCP server that provides tools for JSON validation, diffing, and transformat…
|
B 80 4⁄4 | ||||||||
| 1150 |
Enables comprehensive Microsoft Word document manipulation through the Model Co…
|
B 80 5⁄5 | ||||||||