MCP Server Quality Scores
Independent quality analysis of 33641 public MCP servers
Last updated 0 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19251 |
🚀 Kill the Junior AI Era. 🤖 Level up AI code to automatically Principal standar…
|
A 86 3⁄3 | ||||||||
| 19252 |
Movi MCP v1
Claim
Review-first stdio MCP for Movi: analyze, review, overlay edit, and dry-run pre…
|
A 86 3⁄3 | ||||||||
| 19253 |
Figma MCP server for AI agents. 9 tools: design context, variables, screenshots…
|
A 86 3⁄3 | ||||||||
| 19254 |
Lets Claude manage tmux sessions on Linux — start long-running ML training jobs…
|
A 86 3⁄3 | ||||||||
| 19255 |
A development tool that serves as a bridge to launch and inspect other stdio MC…
|
A 86 3⁄3 | ||||||||
| 19256 |
Local-first cross-agent memory MCP. 6-layer WHY structure + AST file diff cache…
|
A 86 3⁄3 | ||||||||
| 19257 |
Provides comprehensive access to Open-Meteo APIs for weather forecasts, histori…
|
A 86 4⁄4 | ||||||||
| 19258 |
google-suite-mcp
Claim
Read and write Google Sheets, Docs, Drive, and Apps Script from any MCP client.…
|
A 86 3⁄3 | ||||||||
| 19259 |
Simulate and visualize quantum physics phenomena with high precision and public…
|
A 86 3⁄3 | ||||||||
| 19260 |
The Underground Cultural District MCP server. 23 tools for AI agents: 13 free d…
|
A 86 3⁄3 | ||||||||
| 19261 |
Dependency graph and blast-radius analysis for local TypeScript/JavaScript repo…
|
A 86 3⁄3 | ||||||||
| 19262 |
Live codebase intelligence for AI agents: conventions, blast radius, import gra…
|
A 86 3⁄3 | ||||||||
| 19263 |
Bridges DICOM, HL7v2, and FHIR with cross-standard mapping and optional PACS co…
|
A 86 3⁄3 | ||||||||
| 19264 |
Enables structural framing analysis of documents, identifying perspectives, omi…
|
A 86 3⁄3 | ||||||||
| 19265 |
A sandboxed MCP tool for reverse engineering with multiple tool integrations
|
A 86 3⁄3 | ||||||||
| 19266 |
Multi-agent memory intelligence with expertise tracking and conflict detection
|
A 86 3⁄3 | ||||||||
| 19267 |
Compare-first local MCP sidecar for browser AI workflows.
|
A 86 3⁄3 | ||||||||
| 19268 |
Docker container management and Dockerfile analysis
|
A 86 3⁄3 | ||||||||
| 19269 |
Enterprise-grade (40m+ lines) codebase intelligence in a zero-setup, private an…
|
A 86 3⁄3 | ||||||||
| 19270 |
Deterministic CI scanner and surface-risk scoring for MCP (Model Context Protoc…
|
A 86 3⁄3 | ||||||||
| 19271 |
Final Cut Pro MCP — 88 tools: FCPXML engine, live FCP control, media analysis, …
|
A 86 3⁄3 | ||||||||
| 19272 |
HREVN trust layer for baseline diagnostics and verifiable workflow integrity fo…
|
A 85 3⁄3 | ||||||||
| 19273 |
Synapse indexes C# codebases into a FalkorDB-backed graph to provide deep struc…
|
A 85 3⁄3 | ||||||||
| 19274 |
|
A 85 3⁄3 | ||||||||
| 19275 |
Enables Claude Desktop to interact with 57 AWS services using over 200 tools an…
|
A 85 3⁄3 | ||||||||
| 19276 |
Google Search Console MCP: search analytics, URL inspection, site management.
|
A 85 3⁄3 | ||||||||
| 19277 |
Search, compare, and get docs for 210+ APIs ranked by CLI and agent relevance.
|
A 85 3⁄3 | ||||||||
| 19278 |
aiseo-audit
Claim
Audit web pages for AI search readiness (ChatGPT, Claude, Perplexity, Gemini).
|
A 85 3⁄3 | ||||||||
| 19279 |
AWS security scanner with attack chain detection, IAM privilege escalation, and…
|
A 85 3⁄3 | ||||||||
| 19280 |
AI lead qualification: ICP filter, 0-100 scoring, Hunter.io enrichment, HubSpot…
|
A 85 3⁄3 | ||||||||
| 19281 |
MCP server for Synology NAS — browse files, monitor health, and automate operat…
|
A 85 3⁄3 | ||||||||
| 19282 |
Memento is a local-first MCP server that gives AI coding agents
durable project…
|
A 85 3⁄3 | ||||||||
| 19283 |
Personal finance calculations across 7 countries (US, UK, CA, AU, AE, SA, India…
|
A 85 3⁄3 | ||||||||
| 19284 |
Google Analytics 4 MCP: reports, realtime data, custom dimensions, data streams.
|
A 85 3⁄3 | ||||||||
| 19285 |
Persistent memory and session intelligence for Claude Code. Auto-tracks mistake…
|
A 85 3⁄3 | ||||||||
| 19286 |
Connect Claude to Calendly — schedule meetings, check availability, manage even…
|
A 85 3⁄3 | ||||||||
| 19287 |
MCP server for agentic AI-assisted development in SAP BW/4HANA
|
A 85 3⁄3 | ||||||||
| 19288 |
SSH Linux metrics, baselines, anomaly detection, and plain-English infrastructu…
|
A 85 3⁄3 | ||||||||
| 19289 |
Let agents manage your Figma workspace. 102 tools for seats, teams, offboarding…
|
A 85 3⁄3 | ||||||||
| 19290 |
Developer-focused MCP server for code analysis, JSON repair, encoding fixes, an…
|
A 85 3⁄3 | ||||||||
| 19291 |
Transforms HTML into Figma designs using only the user’s design system, ensurin…
|
A 85 3⁄3 | ||||||||
| 19292 |
|
A 85 3⁄3 | ||||||||
| 19293 |
Omada-mcp
Claim
Security-first MCP server for TP-Link Omada, with a stdio-first runtime, capabi…
|
A 85 3⁄3 | ||||||||
| 19294 |
GitLab MCP Server with progressive disclosure - 2 meta-tools, 90% token reducti…
|
A 85 4⁄3 | ||||||||
| 19295 |
gomcp
Claim
A Gin-like framework for building MCP servers in Go. Struct-tag auto schema, mi…
|
A 85 3⁄3 | ||||||||
| 19296 |
MCP instruction indexing server for AI assistant governance: search, CRUD, vali…
|
A 85 3⁄3 | ||||||||
| 19297 |
Enables AI agents to programmatically inspect, test, and validate other MCP ser…
|
A 85 3⁄3 | ||||||||
| 19298 |
gemini-audio-mcp
Claim
High-performance audio, music, and voice generation MCP server for Gemini 2.5 a…
|
A 85 3⁄3 | ||||||||
| 19299 |
Programmatic Tableau workbook (.twb/.twbx) generation — 47 MCP tools for charts…
|
A 85 3⁄3 | ||||||||
| 19300 |
Enables AI agents to fully control Android devices through over 30 tools for ap…
|
A 85 3⁄3 | ||||||||