MCP Server Quality Scores
Independent quality analysis of 66394 public MCP servers
Last updated 3 hours, 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 251 |
Provides high-accuracy time information by querying multiple NTP servers for co…
|
B 84 6⁄6 | ||||||||
| 252 |
Professional letterhead PDF generator for macOS with Markdown support and smart…
|
B 84 5⁄4 | ||||||||
| 253 |
Enables AI assistants to interact with the Pocketsmith personal finance API to …
|
B 84 5⁄5 | ||||||||
| 254 |
MCP server for interacting with CKAN open data portals
|
B 84 5⁄5 | ||||||||
| 255 |
Google Ads MCP server — query campaigns, keywords, assets & more via natural la…
|
B 84 4⁄4 | ||||||||
| 256 |
Parse-DMARC MCP Server
Claim
Lightweight DMARC parser: auto-fetch email reports, visualize compliance in a s…
|
B 84 5⁄4 | ||||||||
| 257 |
Cross-session memory for AI agents - knowledge graph, scoring, semantic search
|
B 84 4⁄4 | ||||||||
| 258 |
SQLite-backed MCP server for persistent memory, full-text retrieval, and graph …
|
B 84 5⁄5 | ||||||||
| 259 |
Production readiness for vibe-coded apps. 52 checks for security, reliability, …
|
B 84 5⁄4 | ||||||||
| 260 |
Context Engineering Engine. Provides cognitive tools, memory structures, and ag…
|
B 84 5⁄5 | ||||||||
| 261 |
MCP server for Obsidian — read, write, search, and surgically edit notes, tags,…
|
B 84 5⁄4 | ||||||||
| 262 |
Enables LLMs to interact with MCP servers by writing TypeScript/JavaScript code…
|
B 84 5⁄5 | ||||||||
| 263 |
Enables AI agents to establish and manage persistent SSH connections to remote …
|
B 84 5⁄5 | ||||||||
| 264 |
MCP server connecting LLMs to Spotify, with smart-batching and large-playlist t…
|
B 84 5⁄4 | ||||||||
| 265 |
MCP server that allows interaction with PocketBase databases, enabling record o…
|
B 84 5⁄4 | ||||||||
| 266 |
postman-mcp
Claim
A Model Context Protocol (MCP) server that provides seamless integration with t…
|
B 84 5⁄4 | ||||||||
| 267 |
Search Google and do deep web research on any topic
|
B 84 5⁄4 | ||||||||
| 268 |
A provenance-aware decision ledger that maps meeting transcripts and PRDs to co…
|
B 84 4⁄4 | ||||||||
| 269 |
code-assistant
Claim
Coding agent with basic list, read, replace_in_file, write, execute_command and…
|
B 84 5⁄4 | ||||||||
| 270 |
Enables the removal of Gemini AI watermarks from generated images in PNG, JPG, …
|
B 84 5⁄5 | ||||||||
| 271 |
Hindenrank MCP Server
Claim
Enables users to check crypto protocol risk ratings, search for DeFi protocols,…
|
B 84 5⁄5 | ||||||||
| 272 |
Enables direct interaction with local WordPress development sites through Local…
|
B 84 5⁄5 | ||||||||
| 273 |
Secure filesystem access for AI agents with configurable directory and file typ…
|
B 84 5⁄5 | ||||||||
| 274 |
servicebricks
Claim
Generate a ServiceBricks C# .NET microservice as a ZIP file.
|
B 84 6⁄6 | ||||||||
| 275 |
codebadger
Claim
A containerized Model Context Protocol (MCP) server providing static code analy…
|
B 84 5⁄4 | ||||||||
| 276 |
Pearl
|
B 84 6⁄6 | ||||||||
| 277 |
A Model Context Protocol (MCP) server for Prometheus Alertmanager
|
B 84 5⁄4 | ||||||||
| 278 |
Running tools for AI agents: 92 calculators, 46 guides, marathon data, pace and…
|
B 84 4⁄4 | ||||||||
| 279 |
Enables AI assistants to interact with Vikunja task management instances, provi…
|
B 84 5⁄4 | ||||||||
| 280 |
IO Aerospace MCP Server: a .NET-based MCP server for aerospace & astrodynamics …
|
B 84 6⁄6 | ||||||||
| 281 |
Provides comprehensive time manipulation capabilities including timezone conver…
|
B 84 5⁄5 | ||||||||
| 282 |
Enables AI assistants to interact with Salesforce organizations, allowing them …
|
B 84 5⁄5 | ||||||||
| 283 |
A Discord Model Context Protocol server that enables AI assistants to interact …
|
B 84 5⁄5 | ||||||||
| 284 |
Connects AI assistants to external data sources (Google, Bing, etc.) via Search…
|
B 84 5⁄5 | ||||||||
| 285 |
Provides real-time access to up-to-date library documentation and code examples…
|
B 84 5⁄5 | ||||||||
| 286 |
Enables autonomous desktop automation by delegating tasks to vision-based agent…
|
B 84 6⁄6 | ||||||||
| 287 |
A Mathematical Computation Protocol server providing 286 mathematical functions…
|
B 84 6⁄6 | ||||||||
| 288 |
SERP-based content scoring and optimization with 7 SEO categories.
|
B 84 4⁄4 | ||||||||
| 289 |
Forex, IOF tax, US accounts, stablecoins, and international payments in Brazil.
|
B 84 5⁄4 | ||||||||
| 290 |
Enables storing, searching, and compressing contextual memories for LLM interac…
|
B 84 5⁄4 | ||||||||
| 291 |
An MCP server that enables AI agents to autonomously test, debug, and analyze w…
|
B 84 5⁄5 | ||||||||
| 292 |
MCP server for structured and efficient reasoning with step validation, branchi…
|
B 84 5⁄5 | ||||||||
| 293 |
Generates blog and social media images using Google's Gemini AI with pre-config…
|
B 84 5⁄5 | ||||||||
| 294 |
onekgpd-mcp
Claim
real-time access to 1000 Genomes Project dataset
|
B 84 6⁄6 | ||||||||
| 295 |
MCP server connecting Claude Code to Perplexity Comet browser. Autonomous web b…
|
B 84 5⁄4 | ||||||||
| 296 |
Generate Schema.org JSON-LD markup for 12 types including Person, Product, and …
|
B 84 4⁄4 | ||||||||
| 297 |
Reasoning-based RAG system for chatting with long PDFs. Supports local and onli…
|
B 84 5⁄5 | ||||||||
| 298 |
Interact with Counterparty — the token protocol on Bitcoin. Query, compose, sig…
|
B 84 5⁄5 | ||||||||
| 299 |
A smart proxy server that prevents context window bloat by caching large tool r…
|
B 84 5⁄5 | ||||||||
| 300 |
Webhook management and testing tools for AI agents. Provides tools for sending,…
|
B 84 4⁄4 | ||||||||