MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20251 |
IBM Cloud CLI MCP server
|
B 76 4⁄3 | ||||||||
| 20252 |
rootcause
Claim
RootCause is a local-first MCP server that turns natural-language requests into…
|
B 76 4⁄3 | ||||||||
| 20253 |
Signed receipts for agent, API, and MCP interactions. Portable and offline-veri…
|
B 76 4⁄3 | ||||||||
| 20254 |
MCP server that exposes SymPy's symbolic mathematics functionality
|
B 76 3⁄3 | ||||||||
| 20255 |
Enables Claude to interact with Super Productivity's local REST API for task, p…
|
B 76 3⁄3 | ||||||||
| 20256 |
LinkedIn-native AI content creation, scheduling & analytics via MCP.
|
B 76 4⁄3 | ||||||||
| 20257 |
150+ SAP HANA database tools as MCP tools for AI assistants
|
B 76 3⁄3 | ||||||||
| 20258 |
Generate professional PDF reports from LLM output — cover, TOC, tables, charts,…
|
B 76 3⁄3 | ||||||||
| 20259 |
Manages UTM virtual machines on macOS via AppleScript, enabling cloning, config…
|
B 76 3⁄3 | ||||||||
| 20260 |
memory-search-mcp
Claim
memory-search-mcp MCP server by MEOK AI Labs
|
B 76 3⁄3 | ||||||||
| 20261 |
Connects AI coding assistants to Gaffer test history and coverage data to analy…
|
B 76 4⁄4 | ||||||||
| 20262 |
Enables users to manage medical appointments by searching for doctors, checking…
|
B 76 3⁄3 | ||||||||
| 20263 |
37-tool MCP server: context health, memory, reasoning, truthfulness & research …
|
B 76 3⁄3 | ||||||||
| 20264 |
parseflow
Claim
PDF parsing server with text extraction, metadata, search, images, and TOC via …
|
B 76 4⁄3 | ||||||||
| 20265 |
Independent AI certification authority. Trust scores, search, comparison, and v…
|
B 76 3⁄3 | ||||||||
| 20266 |
A token-efficient MCP server that provides access to the entire Cloudflare API …
|
B 76 4⁄3 | ||||||||
| 20267 |
Governed AI workflows with human approval gates and audit trails for Claude and…
|
B 76 3⁄3 | ||||||||
| 20268 |
MCP server for Swiss public transport — connections, stationboards, real-time d…
|
B 76 3⁄3 | ||||||||
| 20269 |
mcp-wordpress-instaWP
|
B 76 4⁄3 | ||||||||
| 20270 |
Memento
Claim
Persistent memory for AI tools. Local-first knowledge graph with hybrid search.
|
B 76 4⁄3 | ||||||||
| 20271 |
Schedule agent work and report write-once outcomes via CueAPI from any MCP host.
|
B 76 3⁄3 | ||||||||
| 20272 |
WhatsApp Business API template management via Meta Cloud API. Create, validate,…
|
B 76 3⁄3 | ||||||||
| 20273 |
Deterministic local text analysis: sentiment, readability scoring, keyword extr…
|
B 76 3⁄3 | ||||||||
| 20274 |
Equilibrium-aware primitives for AI agents — negotiation, auctions, mechanism d…
|
B 76 3⁄3 | ||||||||
| 20275 |
Enables managing a Discord server using natural language through AI clients lik…
|
B 76 4⁄3 | ||||||||
| 20276 |
German Legal MCP Server
Claim
Provides unified access to German federal and state legislation, court decision…
|
B 76 4⁄4 | ||||||||
| 20277 |
MCP Client which serves as bridge between mcp servers and local LLMs running on…
|
B 76 4⁄3 | ||||||||
| 20278 |
Annotate elements, draw regions, and ship cleaner UI faster.
|
B 76 3⁄3 | ||||||||
| 20279 |
Domscribe is a pixel-to-code development tool that bridges the gap between runn…
|
B 76 3⁄3 | ||||||||
| 20280 |
|
B 76 3⁄3 | ||||||||
| 20281 |
UML-MCP
Claim
Generates UML and other diagrams (30+ types) via the Model Context Protocol, su…
|
B 76 4⁄3 | ||||||||
| 20282 |
Calendar MCP
Claim
Production-grade Model Context Protocol server for Google Calendar with compreh…
|
B 76 4⁄3 | ||||||||
| 20283 |
|
B 76 3⁄3 | ||||||||
| 20284 |
Manage Authentik through AI assistants
|
B 76 4⁄3 | ||||||||
| 20285 |
MCP server that exposes the PARI/GP number theory library, enabling advanced ma…
|
B 76 3⁄3 | ||||||||
| 20286 |
MCP server for seamless document format conversion using Pandoc, supporting Mar…
|
B 76 4⁄3 | ||||||||
| 20287 |
Enables AI assistants to interact with Roblox Studio in real-time, allowing cre…
|
B 76 4⁄3 | ||||||||
| 20288 |
reshapr
Claim
The open source, no-code MCP Server for AI-Native API Access
|
B 76 3⁄3 | ||||||||
| 20289 |
MCP server for accessing VS Code/Cursor's Local History
|
B 76 4⁄3 | ||||||||
| 20290 |
Reference MCP server for K-product cross-border commerce with five canonical to…
|
B 76 3⁄3 | ||||||||
| 20291 |
Enables AI agents to read, write, and edit Office documents via LibreOffice wit…
|
B 76 3⁄3 | ||||||||
| 20292 |
An MCP server that connects AI assistants to a local Wolfram Engine, enabling s…
|
B 76 3⁄3 | ||||||||
| 20293 |
Real Chrome profiles with site intelligence — already logged in, PII anonymizat…
|
B 76 3⁄3 | ||||||||
| 20294 |
A Model Context Protocol (MCP) server for accessing Productive.io API endpoints…
|
B 76 4⁄3 | ||||||||
| 20295 |
Indian financial headlines to sector trading signals and long/short ideas.
|
B 76 3⁄3 | ||||||||
| 20296 |
Enables AI agents to access affiliate marketing capabilities through AgentFuse'…
|
B 76 3⁄3 | ||||||||
| 20297 |
|
B 76 3⁄3 | ||||||||
| 20298 |
McpMux
Claim
McpMux — configure MCP servers once, connect every AI client through one local …
|
B 76 4⁄3 | ||||||||
| 20299 |
|
B 76 3⁄3 | ||||||||
| 20300 |
toolhive
Claim
ToolHive is an enterprise-grade platform for running and managing Model Context…
|
B 76 4⁄3 | ||||||||