MCP Server Quality Scores
Independent quality analysis of 59573 public MCP servers
Last updated 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20401 |
Unofficial PDF toolkit (merge/split/compress/OCR/convert/watermark/protect/...)…
|
B 75 3⁄3 | ||||||||
| 20402 |
MCP server for Frappe/ERPNext development with AI assistance for DocTypes, benc…
|
B 75 4⁄3 | ||||||||
| 20403 |
The Redis official MCP Server offers an interface to manage and search data in …
|
B 75 4⁄3 | ||||||||
| 20404 |
Control and query Rigol DHO824 oscilloscope for waveform capture and measuremen…
|
B 75 4⁄3 | ||||||||
| 20405 |
Enables LLMs to query and analyze PostgreSQL databases through a controlled int…
|
B 75 4⁄4 | ||||||||
| 20406 |
Enables Claude to access and manage YouTube channel data through the YouTube Da…
|
B 75 3⁄3 | ||||||||
| 20407 |
Theneo MCP Server
Claim
Enables AI assistants to automatically create, update, and publish API document…
|
B 75 4⁄4 | ||||||||
| 20408 |
mediawiki-mcp-server
Claim
Connect to any MediaWiki wiki (Wikipedia, Fandom, corporate wikis). 33+ tools f…
|
B 75 4⁄3 | ||||||||
| 20409 |
A Python-based MCP server that enables querying Cisco's Meraki Dashboard API to…
|
B 75 4⁄3 | ||||||||
| 20410 |
keryx
Claim
Keryx: The Fullstack TypeScript Framework for MCP and APIs
|
B 75 3⁄3 | ||||||||
| 20411 |
Perplexity MCP server backed by the Polza.ai chat completions API.
|
B 75 3⁄3 | ||||||||
| 20412 |
Enables Claude to manage Gmail, Google Calendar, and Google Contacts through a …
|
B 75 3⁄3 | ||||||||
| 20413 |
MCP server for generating and configuring development containers from devcontai…
|
B 75 3⁄3 | ||||||||
| 20414 |
MCP server providing LLMs with safe, read-only access to the Chinook SQLite sam…
|
B 75 3⁄3 | ||||||||
| 20415 |
Provides an MCP server for querying and managing Monarch Money personal finance…
|
B 75 3⁄3 | ||||||||
| 20416 |
A reference MCP server for clinic scheduling and intake, demonstrating producti…
|
B 75 3⁄3 | ||||||||
| 20417 |
Enables comprehensive chess analysis through Stockfish engine integration, posi…
|
B 75 4⁄4 | ||||||||
| 20418 |
claude-homelab
Claim
Comprehensive Agents, Commands, Hooks, and Skills for homelab service managemen…
|
B 75 3⁄3 | ||||||||
| 20419 |
Code linting and style checking tools for AI agents, exposed as an MCP server. …
|
B 75 3⁄3 | ||||||||
| 20420 |
Provides tools to search and execute Code Ocean capsules and pipelines while ma…
|
B 75 4⁄4 | ||||||||
| 20421 |
Find where your notes disagree — contradiction detection for markdown vaults.
|
B 75 3⁄3 | ||||||||
| 20422 |
glp1search
Claim
GLP-1 provider directory, peptide database, and medication comparison tools.
|
B 75 3⁄3 | ||||||||
| 20423 |
A server that integrates with Claude Desktop to enable real-time web research c…
|
B 75 4⁄3 | ||||||||
| 20424 |
EU Cyber Resilience Act product classifier MCP. Classifies PDEs into CRA hierar…
|
B 75 3⁄3 | ||||||||
| 20425 |
Nextcloud MCP Server
|
B 75 4⁄4 | ||||||||
| 20426 |
Enables AI coding assistants to debug and analyze WeChat MiniApp JavaScript cod…
|
B 75 3⁄3 | ||||||||
| 20427 |
A Model Context Protocol server implementation that enables AI assistants like …
|
B 75 4⁄3 | ||||||||
| 20428 |
Provides global internet resource intelligence by querying RIRs for IP and ASN …
|
B 75 4⁄4 | ||||||||
| 20429 |
Provides system information through a single tool that returns platform details…
|
B 75 3⁄3 | ||||||||
| 20430 |
digital-marketing-pro
Claim
Claude Code plugin: 115 commands, 25 agents, 64 scripts, 67 MCP servers, 143 re…
|
B 75 3⁄3 | ||||||||
| 20431 |
|
B 75 3⁄3 | ||||||||
| 20432 |
Universal governance layer for AI agents. MCP-native, fail-closed, audit proofs…
|
B 75 3⁄3 | ||||||||
| 20433 |
Coordination layer for AI coding agents working on the same codebase. Adds file…
|
B 75 3⁄3 | ||||||||
| 20434 |
Team-aware memory: intent, decisions, real-time conflicts for AI coding assista…
|
B 75 3⁄3 | ||||||||
| 20435 |
A personalized developer community reader that enables AI assistants to provide…
|
B 75 3⁄3 | ||||||||
| 20436 |
Persistent 4-tier AI memory (episodic, semantic, project, procedural) with temp…
|
B 75 3⁄3 | ||||||||
| 20437 |
Read-only MCP for OpenVibeCoding runs, workflows, proof, queue, replay, and inc…
|
B 75 3⁄3 | ||||||||
| 20438 |
Melo
Claim
An agentic MCP server for Roblox Studio that provides over 45 tools for script …
|
B 75 3⁄3 | ||||||||
| 20439 |
Enables AI agents to control and query Unreal Engine 4.27.2 editor through MCP,…
|
B 75 3⁄3 | ||||||||
| 20440 |
An MCP server that enables Claude Code to consult Opus as a strategic advisor d…
|
B 75 3⁄3 | ||||||||
| 20441 |
vMLX - JANGTQ Uber Compressed MLX Models - L2 Disk Cache (survives restart) + L…
|
B 75 3⁄3 | ||||||||
| 20442 |
MCP server that integrates with Freshdesk, enabling AI models to interact with …
|
B 75 4⁄4 | ||||||||
| 20443 |
Federal + state government contracts, awards, jobs, and B2B subcontracting for …
|
B 75 3⁄3 | ||||||||
| 20444 |
Connect Claude to Microsoft Teams — read/send messages, list channels, search c…
|
B 75 3⁄3 | ||||||||
| 20445 |
Give your AI coding agent direct access to 2,198+ exercises via exerciseapi.dev
|
B 75 3⁄3 | ||||||||
| 20446 |
MCP server for the Fitbit Web API. OAuth 2.0 PKCE, local SQLite cache with auto…
|
B 75 3⁄3 | ||||||||
| 20447 |
Git and GitHub operations — repo status, diffs, branches, stashes, PRs, issues,…
|
B 75 3⁄3 | ||||||||
| 20448 |
Lightweight ClickUp MCP server - 37 tools, token-optimized (95% smaller respons…
|
B 75 4⁄3 | ||||||||
| 20449 |
Provides AI assistants with comprehensive access to eBay's Sell APIs, including…
|
B 75 4⁄3 | ||||||||
| 20450 |
16 engines, 28 MCP tools for Python code quality. Zero external dependencies.
|
B 75 3⁄3 | ||||||||