MCP Server Quality Scores
Independent quality analysis of 59993 public MCP servers
Last updated 1 hour, 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1151 |
Enables code review operations on GitHub and GitLab, including fetching pull/me…
|
B 80 5⁄5 | ||||||||
| 1152 |
DeepWriter MCP Server
Claim
Provides tools for creating, managing, and generating content for DeepWriter pr…
|
B 80 5⁄5 | ||||||||
| 1153 |
Provides AI assistants with long-term semantic memory capabilities through loca…
|
B 80 5⁄5 | ||||||||
| 1154 |
DockaShell is an MCP server that provides AI agents with isolated Docker contai…
|
B 80 5⁄4 | ||||||||
| 1155 |
Provides AI assistants with enhanced reasoning capabilities through structured …
|
B 80 5⁄4 | ||||||||
| 1156 |
Enables AI assistants to perform comprehensive Microsoft Excel operations inclu…
|
B 80 5⁄5 | ||||||||
| 1157 |
Task management API built for AI agents. Create, delegate, and track tasks with…
|
B 80 5⁄4 | ||||||||
| 1158 |
Multi-round AI brainstorming debates between multiple models (GPT, Gemini, Deep…
|
B 80 5⁄4 | ||||||||
| 1159 |
Enables Claude to use Fabric's AI patterns for content analysis, summarization,…
|
B 80 5⁄5 | ||||||||
| 1160 |
Control Home Assistant lights and scenes. Lights only by design for safety.
|
B 80 5⁄5 | ||||||||
| 1161 |
Enables AI assistants to manage Temporal workflows, schedules, and workflow exe…
|
B 80 5⁄5 | ||||||||
| 1162 |
Provides fast C++ code intelligence for LLMs by combining Tree-sitter parsing w…
|
B 80 5⁄4 | ||||||||
| 1163 |
Connect AI assistants to your Mintline receipts, transactions, and spending ana…
|
B 80 5⁄4 | ||||||||
| 1164 |
The dependency bloodhound for AI coding agents.
Hound is a free, open-source M…
|
B 80 5⁄4 | ||||||||
| 1165 |
A git worktree manager that enables AI agents to work on different branches sim…
|
B 80 5⁄4 | ||||||||
| 1166 |
A Knowledge Graph MCP server optimized for LLM context efficiency through compa…
|
B 80 6⁄6 | ||||||||
| 1167 |
RSS feeds MCP server with 8 tools — fetch, filter, search, and manage RSS feeds…
|
B 80 4⁄4 | ||||||||
| 1168 |
Atlassian Confluence Cloud integration. Enables AI systems to interact with Con…
|
B 80 5⁄5 | ||||||||
| 1169 |
Fast screenshot capture tool optimized for Claude Vision API. Automatically til…
|
B 80 5⁄4 | ||||||||
| 1170 |
Trivy
Claim
Trivy
|
B 80 5⁄5 | ||||||||
| 1171 |
Multi-URL comparative content analysis with topical gap detection
|
B 80 5⁄5 | ||||||||
| 1172 |
A task management MCP server that allows users to create, list, and organize ta…
|
B 80 5⁄4 | ||||||||
| 1173 |
reddit-mcp-server
|
B 80 5⁄4 | ||||||||
| 1174 |
The ultimate RAG for your monorepo. Query, understand, and edit multi-language …
|
B 80 5⁄4 | ||||||||
| 1175 |
Enables creation, editing, and management of Word documents through JSON schema…
|
B 80 5⁄5 | ||||||||
| 1176 |
MCP server enabling AI assistants to interact with Figma designs via natural la…
|
B 80 5⁄4 | ||||||||
| 1177 |
Provides deterministic system information and developer utilities including dat…
|
B 80 5⁄5 | ||||||||
| 1178 |
A Node.js package that provides a Model Context Protocol server for converting …
|
B 80 5⁄4 | ||||||||
| 1179 |
Airtable database integration with schema inspection, read and write capabiliti…
|
B 80 5⁄4 | ||||||||
| 1180 |
Jane is an MCP server that transforms team documentation and project specificat…
|
B 80 5⁄4 | ||||||||
| 1181 |
A Model Context Protocol (MCP) server for ATLAS, a Neo4j-powered task managemen…
|
B 80 5⁄4 | ||||||||
| 1182 |
Confluent integration to interact with Confluent Kafka and Confluent Cloud REST…
|
B 80 5⁄5 | ||||||||
| 1183 |
EchoVault Memory
Claim
Local-first memory for coding agents; stores decisions, bugs, and context acros…
|
B 80 5⁄4 | ||||||||
| 1184 |
Automated testing for Model Context Protocol servers. Ship MCP Servers with con…
|
B 80 5⁄4 | ||||||||
| 1185 |
vellaveto
Claim
Agent Interaction Firewall for AI tool calls. Runtime security for MCP and func…
|
B 80 5⁄4 | ||||||||
| 1186 |
Enables access to IMDB movie and entertainment data through the Model Context P…
|
B 80 5⁄4 | ||||||||
| 1187 |
Gracefully closes Cursor work sessions by syncing context files across multiple…
|
B 80 5⁄5 | ||||||||
| 1188 |
Collaborative engineering KB for a mile-high city. 9 tools, 8 domains, 32 entri…
|
B 80 6⁄6 | ||||||||
| 1189 |
Resume-as-an-Agent (RAAA) or Portfolio-as-an-Agent (PAAA) allows Agents to talk…
|
B 80 5⁄5 | ||||||||
| 1190 |
Search, discover, and register AI agents in the public registry at agentlookup.…
|
B 80 4⁄4 | ||||||||
| 1191 |
MCP Code Analysis Server
Claim
An intelligent server that provides semantic code search, domain-driven analysi…
|
B 80 5⁄4 | ||||||||
| 1192 |
Runtime AI-to-AI security monitor. 23 anomaly types, OWASP MCP Top 10 coverage.
|
B 80 5⁄4 | ||||||||
| 1193 |
Enables querying, searching, and analyzing Cursor IDE conversation history from…
|
B 80 5⁄4 | ||||||||
| 1194 |
Declarative AI-native application framework — schema-driven entities, Markdown …
|
B 80 5⁄4 | ||||||||
| 1195 |
Enables Claude to interact with Okta's user management system, providing capabi…
|
B 80 5⁄5 | ||||||||
| 1196 |
MCP Server for Bear note taking app available as Claude Desktop extension or st…
|
B 80 4⁄4 | ||||||||
| 1197 |
An AI-powered server that helps users discover and book restaurants based on lo…
|
B 80 5⁄5 | ||||||||
| 1198 |
Versioned, structured memory for AI agents. Stores facts as keypaths with full …
|
B 80 6⁄6 | ||||||||
| 1199 |
Enables AI agents to interact with Zulip by reading, sending, and searching mes…
|
B 80 5⁄5 | ||||||||
| 1200 |
Croatian legislation via MCP — full-text search across statutes and provisions
|
B 80 5⁄4 | ||||||||