MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 1 week, 5 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 501 |
Open standard for Provenance & Intent Contracts (PIC) in AI agents. Verify inte…
|
B 84 5⁄4 | ||||||||
| 502 |
Fetch web pages using Chrome/Edge browser with auth, anti-bot, and JavaScript r…
|
B 84 5⁄4 | ||||||||
| 503 |
Provides AI assistants with a hierarchical task management system that maintain…
|
B 84 5⁄5 | ||||||||
| 504 |
Enables AI assistants to interact with the Pocketsmith personal finance API to …
|
B 84 5⁄5 | ||||||||
| 505 |
Apple Notes MCP with semantic search, hybrid vector+keyword search, full CRUD o…
|
B 84 5⁄4 | ||||||||
| 506 |
AI agent marketplace with x402 micropayments. Discover, execute, and pay agents…
|
B 84 5⁄5 | ||||||||
| 507 |
DevDb MCP Server
|
B 84 5⁄4 | ||||||||
| 508 |
Context Engineering Engine. Provides cognitive tools, memory structures, and ag…
|
B 84 5⁄5 | ||||||||
| 509 |
Your agent shouldn't have to guess which model or tool to use.
ToolRoute does …
|
B 84 6⁄6 | ||||||||
| 510 |
Universal MCP server enabling any LLM or AI agent to utilize expert skills from…
|
B 84 5⁄4 | ||||||||
| 511 |
Google Ads MCP server — query campaigns, keywords, assets & more via natural la…
|
B 84 4⁄4 | ||||||||
| 512 |
A provenance-aware decision ledger that maps meeting transcripts and PRDs to co…
|
B 84 4⁄4 | ||||||||
| 513 |
Find novel, statistically validated patterns in tabular data — hypothesis-free.
|
B 84 6⁄6 | ||||||||
| 514 |
Security-hardened NotebookLM MCP with post-quantum encryption
|
B 84 5⁄5 | ||||||||
| 515 |
Query trust scores for MCP servers and agent skills. Check if a tool is safe.
|
B 84 5⁄4 | ||||||||
| 516 |
LinkedIn prospection automation — find leads, score (fit+intent+urgency), quali…
|
B 84 4⁄4 | ||||||||
| 517 |
MCP server connecting Claude Code to Perplexity Comet browser. Autonomous web b…
|
B 84 5⁄4 | ||||||||
| 518 |
MCPKit is a TypeScript library that lets you build MCP servers using decorators…
|
B 84 5⁄4 | ||||||||
| 519 |
Enables interaction with Genesys Cloud's Platform API to search queues, analyze…
|
B 84 5⁄5 | ||||||||
| 520 |
|
B 84 5⁄4 | ||||||||
| 521 |
Microsoft Outlook MCP server — 22 tools for email, calendar, contacts, and mail…
|
B 84 5⁄5 | ||||||||
| 522 |
Stata MCP Server
Claim
Provides a bridge between Stata statistical software and code editors like VS C…
|
B 84 5⁄4 | ||||||||
| 523 |
Enables natural language interactions with Salesforce data and metadata, suppor…
|
B 84 5⁄5 | ||||||||
| 524 |
PlanExe
Claim
Create a plan from a description in minutes.
The generated plan contains: Gant…
|
B 84 6⁄6 | ||||||||
| 525 |
Hono Math MCP Server
Claim
Enables LLMs to perform basic mathematical operations (add, subtract, multiply,…
|
B 84 6⁄6 | ||||||||
| 526 |
simple-memory-mcp
Claim
🧠 Persistent local memory for AI assistants across conversations. SQLite, no cl…
|
B 84 5⁄5 | ||||||||
| 527 |
whatsapp-mcp-stream
Claim
WhatsApp MCP server over Streamable HTTP with web admin UI (QR/status/settings)…
|
B 84 5⁄4 | ||||||||
| 528 |
Provides time intelligence, persistent memory and complete traceability for AI …
|
B 84 5⁄5 | ||||||||
| 529 |
A powerful, production-ready MCP server implementing the Model Context Protocol…
|
B 84 5⁄4 | ||||||||
| 530 |
MonetizeAgent
Claim
AI agent monetization directory with 75+ entries. Search, filter, and discover …
|
B 84 6⁄6 | ||||||||
| 531 |
Lenny's Podcast MCP
Claim
Enables searching and retrieving transcripts from over 280 episodes of Lenny's …
|
B 84 6⁄6 | ||||||||
| 532 |
sqlite-mcp-server
Claim
SQLite MCP server with 73 tools for JSONB, full-text search, geospatial, and an…
|
B 84 5⁄4 | ||||||||
| 533 |
Official Railway MCP server
|
B 84 5⁄4 | ||||||||
| 534 |
JSXN encoder/decoder — compact notation for React/Next.js files, optimized for …
|
B 84 5⁄5 | ||||||||
| 535 |
MCP (Model Context Protocol) server plugin for CAP NodeJS
|
B 84 5⁄4 | ||||||||
| 536 |
Reasoning-based RAG system for chatting with long PDFs. Supports local and onli…
|
B 84 5⁄5 | ||||||||
| 537 |
A Perplexity API MCP server that unlocks Perplexity's search-augmented AI capab…
|
B 84 5⁄4 | ||||||||
| 538 |
Local JSON memory store for context engineering with GitHub Copilot and MCP cli…
|
B 84 5⁄4 | ||||||||
| 539 |
MCP server providing official Google and Anthropic prompting guides for meta-pr…
|
B 84 5⁄5 | ||||||||
| 540 |
Evernote note management with OAuth and ENML conversion
|
B 84 5⁄4 | ||||||||
| 541 |
Human-as-a-Service for AI agents. Delegate tasks that need a real human, get re…
|
B 84 6⁄6 | ||||||||
| 542 |
Parse-DMARC MCP Server
Claim
Lightweight DMARC parser: auto-fetch email reports, visualize compliance in a s…
|
B 84 5⁄4 | ||||||||
| 543 |
Atom of Thoughts (AoT) MCP is a server that decomposes complex problems into in…
|
B 84 5⁄5 | ||||||||
| 544 |
Enables AI assistants and MCP-compatible clients to send and manage SMS message…
|
B 84 5⁄5 | ||||||||
| 545 |
Provides instant GDScript syntax validation and diagnostics by bridging Godot's…
|
B 84 5⁄4 | ||||||||
| 546 |
Privacy-first web analytics. Query pageviews, referrers, trends, and AI insight…
|
B 84 6⁄6 | ||||||||
| 547 |
Cameroon legislation via MCP -- full-text search across statutes and provisions
|
B 84 6⁄4 | ||||||||
| 548 |
AI security layer: code scanning, PII detection, prompt injection, secrets, CVEs
|
B 84 5⁄5 | ||||||||
| 549 |
An MCP server that executes Python code in isolated rootless containers with op…
|
B 84 5⁄5 | ||||||||
| 550 |
MCP Server for Bitrise, enabling app management, build operations, artifact man…
|
B 84 6⁄6 | ||||||||