MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 3 hours, 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 601 |
68 tools for Swiss open data: transport, weather, geodata, companies, parliamen…
|
B 82 5⁄5 | ||||||||
| 602 |
Enables LLMs to create, query, and manage MongoDB-compatible databases using na…
|
B 82 5⁄5 | ||||||||
| 603 |
Provides linear programming (LP), mixed-integer programming (MIP), and quadrati…
|
B 82 5⁄5 | ||||||||
| 604 |
Job tracking CLI + MCP server for AI agents. 99K+ jobs, 775+ companies.
|
B 82 5⁄4 | ||||||||
| 605 |
Enables interactive LLM workflows by adding local user prompts and chat capabil…
|
B 82 5⁄4 | ||||||||
| 606 |
Provides 19 B2B data enrichment tools for finding and validating emails, search…
|
B 82 5⁄5 | ||||||||
| 607 |
Execute commands on remote Linux servers through Claude with an interactive web…
|
B 82 5⁄5 | ||||||||
| 608 |
Houtini LM - LM Studio MCP Server with Expert Prompt Library and Custom Prompti…
|
B 82 5⁄5 | ||||||||
| 609 |
Structured interviewer for Claude Code — probing questions, decision tracking, …
|
B 82 5⁄5 | ||||||||
| 610 |
Turns Claude into a penetration testing copilot with 80 security tools, safety …
|
B 82 5⁄5 | ||||||||
| 611 |
Security gateway for AI agents: detects prompt injections, jailbreaks, and comm…
|
B 82 5⁄4 | ||||||||
| 612 |
French legislation via MCP — full-text search across statutes and provisions
|
B 82 5⁄4 | ||||||||
| 613 |
TypeScript SDK for MCP server observability, built on OpenTelemetry. Gain insig…
|
B 82 5⁄4 | ||||||||
| 614 |
Searchable AccelByte Extend SDK reference (C#, Go, Java, Python) for AI coding …
|
B 82 5⁄5 | ||||||||
| 615 |
This is a 12306 ticket search server based on the Model Context Protocol (MCP).
|
B 82 5⁄5 | ||||||||
| 616 |
Manage Cloudflare Workers, KV, R2, Pages, DNS, and cache from your IDE.
|
B 82 5⁄5 | ||||||||
| 617 |
mcpgen
Claim
Generate Go MCP server boilerplate from OpenAPI 3 specifications
|
B 82 5⁄4 | ||||||||
| 618 |
A Model Context Protocol (MCP) server that provides access to your TeslaMate da…
|
B 82 5⁄4 | ||||||||
| 619 |
Recursive Language Models for Claude Code - Infinite memory solution inspired b…
|
B 82 5⁄5 | ||||||||
| 620 |
Provides local vector-based semantic memory storage for AI assistants to persis…
|
B 82 5⁄4 | ||||||||
| 621 |
toolhive-studio
Claim
ToolHive is an application that allows you to install, manage and run MCP serve…
|
B 82 5⁄5 | ||||||||
| 622 |
An MCP server that enables secure execution of shell commands across Windows, m…
|
B 82 5⁄5 | ||||||||
| 623 |
Live data for AI agents: search, research, markets, crypto, X/Twitter. Pay per …
|
B 82 5⁄5 | ||||||||
| 624 |
Provides access to French Roller Derby rules documentation, enabling search acr…
|
B 82 5⁄4 | ||||||||
| 625 |
nerve
Claim
The Simple Agent Development Kit.
|
B 82 5⁄4 | ||||||||
| 626 |
Enables AI assistants to manage Halo blog systems through natural language, sup…
|
B 82 5⁄4 | ||||||||
| 627 |
Enables AI assistants to analyze and inspect RenderDoc capture files, providing…
|
B 82 5⁄5 | ||||||||
| 628 |
Build, validate, and deploy multi-agent AI solutions from any AI environment.
|
B 82 6⁄6 | ||||||||
| 629 |
Ghana legislation via MCP — full-text search across statutes and provisions
|
B 82 5⁄4 | ||||||||
| 630 |
MCP server wrapping Codex CLI for stdio-based tool calls.
|
B 82 5⁄4 | ||||||||
| 631 |
İhale MCP
Claim
Enables users to search and access Turkish public procurement data from EKAP v2…
|
B 82 6⁄6 | ||||||||
| 632 |
Senegal legislation via MCP -- full-text search across statutes and provisions
|
B 82 6⁄6 | ||||||||
| 633 |
An MCP server that provides access to Svelte 5 and SvelteKit documentation
|
B 82 6⁄6 | ||||||||
| 634 |
Universal task protocol — manage projects, tasks, workers, QR codes, and report…
|
B 82 6⁄6 | ||||||||
| 635 |
Enables searching and retrieving over 1,100 Zambian statutes and 9,000 provisio…
|
B 82 6⁄6 | ||||||||
| 636 |
hyper-mcp
Claim
📦️ A fast, secure MCP server that extends its capabilities through WebAssembly …
|
B 82 5⁄4 | ||||||||
| 637 |
sample-agentic-ai-demos
Claim
Collection of examples of how to use Model Context Protocol with AWS.
|
B 82 5⁄4 | ||||||||
| 638 |
Read, create, and edit files.
|
B 82 5⁄4 | ||||||||
| 639 |
A powerful MCP server for Google search that enables parallel searching with mu…
|
B 82 5⁄4 | ||||||||
| 640 |
mcp-js
Claim
A Javascript code execution sandbox that uses v8 to isolate code to run AI gene…
|
B 82 5⁄4 | ||||||||
| 641 |
Enables AI assistants to create professional YouTube videos using Remotion with…
|
B 82 5⁄5 | ||||||||
| 642 |
Official Discourse MCP server for forum integration. Search topics, read posts,…
|
B 82 5⁄4 | ||||||||
| 643 |
Physical Layer Linter — validates RF link budgets, Shannon capacity, and noise …
|
B 82 5⁄5 | ||||||||
| 644 |
css-noop-checker
Claim
Chrome DevTools extension that detects CSS properties with no effect
|
B 82 4⁄4 | ||||||||
| 645 |
A management tool for Claude Code that optimizes performance by recommending an…
|
B 82 4⁄4 | ||||||||
| 646 |
discovery
Claim
Search and discover advertiser products through an open marketplace for AI agen…
|
B 82 6⁄6 | ||||||||
| 647 |
Thai law database — PDPA, Computer Crime Act, Cybersecurity Act, ETA with full-…
|
B 82 5⁄4 | ||||||||
| 648 |
デジタル庁による補助金APIをラップしたMCPサーバーです。
|
B 82 5⁄5 | ||||||||
| 649 |
Enables users to save frequently used long prompts as simple shortcuts like /re…
|
B 82 5⁄4 | ||||||||
| 650 |
A Model Context Protocol server that enables AI-powered interaction with YNAB (…
|
B 82 5⁄5 | ||||||||