MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 3 hours, 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 301 |
MCP server for structured and efficient reasoning with step validation, branchi…
|
B 84 5⁄5 | ||||||||
| 302 |
A Model Context Protocol (MCP) server that provides Nostr capabilities to AI ag…
|
B 84 5⁄4 | ||||||||
| 303 |
Cross-session memory for AI agents - knowledge graph, scoring, semantic search
|
B 84 4⁄4 | ||||||||
| 304 |
Automotive cybersecurity: R155/R156 regulations, ISO 21434, TISAX, AUTOSAR, Chi…
|
B 84 5⁄4 | ||||||||
| 305 |
L402 Lightning-paid Bitcoin data: price, fees, blocks, sentiment, DCA signals.
|
B 84 4⁄4 | ||||||||
| 306 |
Cloud region data for AWS, Azure, GCP, OCI & more. Query by location, complianc…
|
B 84 5⁄5 | ||||||||
| 307 |
Provides instant GDScript syntax validation and diagnostics by bridging Godot's…
|
B 84 5⁄4 | ||||||||
| 308 |
25 tools for searching, analyzing, and exploring your iMessage history on macOS.
|
B 84 5⁄5 | ||||||||
| 309 |
SQLite-backed memory storage for MCP agents with optional semantic search via O…
|
B 84 5⁄5 | ||||||||
| 310 |
LinkedIn prospection automation — find leads, score (fit+intent+urgency), quali…
|
B 84 4⁄4 | ||||||||
| 311 |
A Discord Model Context Protocol server that enables AI assistants to interact …
|
B 84 5⁄5 | ||||||||
| 312 |
MCP server for spatial queries via the Terranode Geospatial API, enabling AI ag…
|
B 84 4⁄4 | ||||||||
| 313 |
EU AI Act compliance scanner for Python AI agents. 14 tools across 6 articles.
|
B 84 5⁄5 | ||||||||
| 314 |
Enables direct interaction with local WordPress development sites through Local…
|
B 84 5⁄5 | ||||||||
| 315 |
MCP server connecting LLMs to Spotify, with smart-batching and large-playlist t…
|
B 84 5⁄4 | ||||||||
| 316 |
|
B 84 6⁄6 | ||||||||
| 317 |
Official Railway MCP server
|
B 84 5⁄4 | ||||||||
| 318 |
Google Ads MCP server — query campaigns, keywords, assets & more via natural la…
|
B 84 4⁄4 | ||||||||
| 319 |
Cambodia legislation via MCP -- full-text search across statutes and provisions
|
B 84 6⁄4 | ||||||||
| 320 |
Open-source FRED MCP Server (Federal Reserve Economic Data)
|
B 84 5⁄4 | ||||||||
| 321 |
SERP-based content scoring and optimization with 7 SEO categories.
|
B 84 4⁄4 | ||||||||
| 322 |
Paprika MCP Server
Claim
Enables AI assistants to search, read, and update recipes in Paprika Recipe Man…
|
B 84 5⁄5 | ||||||||
| 323 |
A provenance-aware decision ledger that maps meeting transcripts and PRDs to co…
|
B 84 4⁄4 | ||||||||
| 324 |
MCP server connecting Claude Code to Perplexity Comet browser. Autonomous web b…
|
B 84 5⁄4 | ||||||||
| 325 |
A Model Context Protocol server that enables interaction with Microsoft 365 ser…
|
B 84 5⁄4 | ||||||||
| 326 |
MCP server providing dependency and package management tools for AI agents. Ana…
|
B 84 4⁄4 | ||||||||
| 327 |
An MCP server that enables AI agents to perform search-augmented queries and de…
|
B 84 5⁄4 | ||||||||
| 328 |
code-assistant
Claim
Coding agent with basic list, read, replace_in_file, write, execute_command and…
|
B 84 5⁄4 | ||||||||
| 329 |
A Model Context Protocol (MCP) server for Prometheus Alertmanager
|
B 84 5⁄4 | ||||||||
| 330 |
MCP Server for Android/iOS application and device automation, development and a…
|
B 84 5⁄5 | ||||||||
| 331 |
Enables LLMs to interact with MCP servers by writing TypeScript/JavaScript code…
|
B 84 5⁄5 | ||||||||
| 332 |
Connects AI assistants to external data sources (Google, Bing, etc.) via Search…
|
B 84 5⁄5 | ||||||||
| 333 |
Enables AI assistants to fetch company logos, brand colors, fonts, and corporat…
|
B 84 5⁄5 | ||||||||
| 334 |
SQLite-backed MCP server for persistent memory, full-text retrieval, and graph …
|
B 84 5⁄5 | ||||||||
| 335 |
A universal MCP server that enables any LLM or AI agent to access expert skills…
|
B 84 5⁄4 | ||||||||
| 336 |
servicebricks
Claim
Generate a ServiceBricks C# .NET microservice as a ZIP file.
|
B 84 6⁄6 | ||||||||
| 337 |
whatsapp-mcp-stream
Claim
WhatsApp MCP server over Streamable HTTP with web admin UI (QR/status/settings)…
|
B 84 5⁄4 | ||||||||
| 338 |
|
B 84 5⁄4 | ||||||||
| 339 |
Mozambique legislation via MCP -- full-text search across statutes and provisio…
|
B 84 6⁄4 | ||||||||
| 340 |
Apple Notes MCP with semantic search, hybrid vector+keyword search, full CRUD o…
|
B 84 5⁄4 | ||||||||
| 341 |
sqlite-mcp-server
Claim
SQLite MCP server with 73 tools for JSONB, full-text search, geospatial, and an…
|
B 84 5⁄4 | ||||||||
| 342 |
Pyth Pro MCP Server
Claim
Real-time and historical price feeds for 500+ crypto, equities, FX, and commodi…
|
B 84 6⁄6 | ||||||||
| 343 |
Use Amazon Nova Canvas model for image generation.
|
B 83 5⁄5 | ||||||||
| 344 |
Provides AI assistants with secure, read-only access to ShadowGit repositories …
|
B 83 5⁄4 | ||||||||
| 345 |
Enables management of VMware ESXi hosts and virtual machines through standardiz…
|
B 83 5⁄4 | ||||||||
| 346 |
TypeScript starter template for building Model Context Protocol (MCP) servers, …
|
B 83 5⁄4 | ||||||||
| 347 |
An MCP server for managing Cloudron instances that enables monitoring and contr…
|
B 83 5⁄5 | ||||||||
| 348 |
|
B 83 5⁄4 | ||||||||
| 349 |
claude-code-studio
Claim
A fully functional web workspace for Claude Code CLI—chat, Kanban task board, t…
|
B 83 5⁄4 | ||||||||
| 350 |
Famxplor Family Travel Activities
|
B 83 6⁄6 | ||||||||