MCP Server Quality Scores
Independent quality analysis of 66402 public MCP servers
Last updated 1 hour, 23 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1151 |
Search and resume past Claude Code conversations. An elephant never forgets.
|
B 80 4⁄4 | ||||||||
| 1152 |
Enables querying, searching, and analyzing Cursor IDE conversation history from…
|
B 80 5⁄4 | ||||||||
| 1153 |
⏰ Time MCP Server: Giving LLMs Time Awareness Capabilities
|
B 80 5⁄5 | ||||||||
| 1154 |
Resume-as-an-Agent (RAAA) or Portfolio-as-an-Agent (PAAA) allows Agents to talk…
|
B 80 5⁄5 | ||||||||
| 1155 |
Model Context Protocol server for Excalidraw diagrams.
|
B 80 5⁄4 | ||||||||
| 1156 |
Confluent integration to interact with Confluent Kafka and Confluent Cloud REST…
|
B 80 5⁄5 | ||||||||
| 1157 |
Provides Claude Code with programmatic session awareness to track context usage…
|
B 80 5⁄5 | ||||||||
| 1158 |
Enables automatic validation and correction of Re:VIEW manuscript files by chec…
|
B 80 5⁄5 | ||||||||
| 1159 |
An MCP server that provides AI assistants with team analytics capabilities for …
|
B 80 5⁄5 | ||||||||
| 1160 |
Autonomous AI development system with persistent task queue and background exec…
|
B 80 5⁄4 | ||||||||
| 1161 |
Enables natural language domain management through Dynadot, supporting domain r…
|
B 80 5⁄5 | ||||||||
| 1162 |
Enables AI assistants to interact with Autodesk Construction Cloud (ACC) projec…
|
B 80 5⁄5 | ||||||||
| 1163 |
Argentine exchange rates for AI agents via DolarAPI. Dollar blue, oficial, MEP,…
|
B 80 5⁄5 | ||||||||
| 1164 |
MCP server for querying Codecov coverage data with configurable URL support
|
B 80 5⁄4 | ||||||||
| 1165 |
Code indexing MCP: 15 tools, 10 languages, hybrid search, call graphs, O(1) ret…
|
B 80 5⁄5 | ||||||||
| 1166 |
AI safety middleware — detects self-harm and criminal intent in LLM prompts.
|
B 80 4⁄4 | ||||||||
| 1167 |
An MCP server that enables AI assistants to navigate, search, and analyze local…
|
B 80 5⁄4 | ||||||||
| 1168 |
A protocol server that enables interaction with self-hosted Supabase instances …
|
B 80 5⁄5 | ||||||||
| 1169 |
A Model Context Protocol (MCP) server designed to easily dump your codebase con…
|
B 80 5⁄4 | ||||||||
| 1170 |
Deploy web apps via AI agents with sota.io. 9 tools for deploy, logs, env, and …
|
B 80 5⁄4 | ||||||||
| 1171 |
Enables AI models to interact with MySQL databases through a standardized inter…
|
B 80 5⁄5 | ||||||||
| 1172 |
A Model Context Protocol (MCP) server that converts Mermaid diagrams to PNG ima…
|
B 80 5⁄5 | ||||||||
| 1173 |
Enables any MCP-compatible LLM client to autonomously hold, spend, earn, and re…
|
B 80 5⁄4 | ||||||||
| 1174 |
A secure local DID signer for AmikoNet that manages private keys and creates cr…
|
B 80 6⁄6 | ||||||||
| 1175 |
Enables AI assistants to perform real-time web searches, company research, cont…
|
B 80 6⁄6 | ||||||||
| 1176 |
Enables natural language interactions with Salesforce data and metadata, allowi…
|
B 80 5⁄5 | ||||||||
| 1177 |
Renders web pages into structured, agent-readable representations using headles…
|
B 80 5⁄4 | ||||||||
| 1178 |
⚠️ DEPRECATED — Use https://github.com/zoharbabin/web-researcher-mcp instead
|
B 80 5⁄5 | ||||||||
| 1179 |
Exposes Spark History Server data as tools for AI agents, enabling natural lang…
|
B 80 5⁄4 | ||||||||
| 1180 |
|
B 80 5⁄4 | ||||||||
| 1181 |
MCP server for Claude to access Outlook data via Microsoft Graph API
|
B 80 5⁄4 | ||||||||
| 1182 |
A Model Context Protocol server for Azure CosmosDB database operations that pro…
|
B 80 5⁄5 | ||||||||
| 1183 |
Enables AI agents to manage n8n workflow automation instances through tools for…
|
B 80 5⁄5 | ||||||||
| 1184 |
Enables sending end-of-day (EOD) status updates directly to Slack channels from…
|
B 80 5⁄5 | ||||||||
| 1185 |
Provides LLMs with real-time access to up-to-date documentation from PyPI, npm,…
|
B 80 5⁄5 | ||||||||
| 1186 |
A Model Context Protocol server that enables management of feature flags in Buc…
|
B 80 5⁄5 | ||||||||
| 1187 |
Connects Claude AI to Interactive Brokers accounts to enable real-time portfoli…
|
B 80 6⁄4 | ||||||||
| 1188 |
Enables comprehensive Datadog monitoring capabilities including CI/CD pipeline …
|
B 80 5⁄5 | ||||||||
| 1189 |
Enable your LLM to manage tasks, projects, sections, comments, labels, and coll…
|
B 80 5⁄4 | ||||||||
| 1190 |
Enables personal project documentation management through local markdown files …
|
B 80 5⁄5 | ||||||||
| 1191 |
Meta Ads automation that just works. Trusted by 10,000+ businesses to analyze p…
|
B 80 5⁄5 | ||||||||
| 1192 |
DevServer MCP
Claim
Monitors development server logs in real-time and provides Claude with immediat…
|
B 80 5⁄4 | ||||||||
| 1193 |
Model Context Protocol server for Task Management. This allows Claude Desktop (…
|
B 80 5⁄5 | ||||||||
| 1194 |
An MCP server that enables Claude to break down complex problems into manageabl…
|
B 80 5⁄5 | ||||||||
| 1195 |
MCP server for Windows OS automation
|
B 80 5⁄5 | ||||||||
| 1196 |
Enables AI assistants to manage Gandi domains and LiveDNS records directly via …
|
B 80 5⁄5 | ||||||||
| 1197 |
A specialized MCP server for Claude Desktop that allows executing terminal comm…
|
B 80 5⁄5 | ||||||||
| 1198 |
Enables LLMs to interact with Google BigQuery by inspecting database schemas, l…
|
B 80 5⁄5 | ||||||||
| 1199 |
Enables AI agents to launch and manage system processes with strict security co…
|
B 80 5⁄5 | ||||||||
| 1200 |
Provides access to multiple AI models (Grok, Gemini 2.5 Pro, Kimi, Qwen3 Coder,…
|
B 80 5⁄5 | ||||||||