MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20201 |
paperless-mcp
|
B 76 4⁄4 | ||||||||
| 20202 |
reshapr
Claim
The open source, no-code MCP Server for AI-Native API Access
|
B 76 3⁄3 | ||||||||
| 20203 |
Provides semantic search and a tag-based knowledge graph for any project, auto-…
|
B 76 3⁄3 | ||||||||
| 20204 |
MCP server for French e-invoicing (XP Z12-013). Manages invoices, validation an…
|
B 76 3⁄3 | ||||||||
| 20205 |
StarTree MCP Server for Apache Pinot
|
B 76 4⁄4 | ||||||||
| 20206 |
A Model Context Protocol (MCP) server for accessing Productive.io API endpoints…
|
B 76 4⁄3 | ||||||||
| 20207 |
TaskFlow AI is a premium MCP Server designed for AI editors, offering 40+ built…
|
B 76 3⁄3 | ||||||||
| 20208 |
Local-first AI memory for developers. Watches your files, dreams while you code…
|
B 76 3⁄3 | ||||||||
| 20209 |
MCP server for Alembica validation, extraction, cost estimation, and schema que…
|
B 76 3⁄3 | ||||||||
| 20210 |
parseflow
Claim
PDF parsing server with text extraction, metadata, search, images, and TOC via …
|
B 76 4⁄3 | ||||||||
| 20211 |
Manage your Plesk hosting server using AI assistants.
|
B 76 3⁄3 | ||||||||
| 20212 |
Governed AI workflows with human approval gates and audit trails for Claude and…
|
B 76 3⁄3 | ||||||||
| 20213 |
Enables users to manage medical appointments by searching for doctors, checking…
|
B 76 3⁄3 | ||||||||
| 20214 |
Enables AI assistants to manage Todoist tasks, projects, sections, and labels t…
|
B 76 4⁄4 | ||||||||
| 20215 |
UML-MCP
Claim
Generates UML and other diagrams (30+ types) via the Model Context Protocol, su…
|
B 76 4⁄3 | ||||||||
| 20216 |
WhatsApp Business API template management via Meta Cloud API. Create, validate,…
|
B 76 3⁄3 | ||||||||
| 20217 |
Dokploy MCP server: manage apps, Docker Compose, databases, domains, backups, a…
|
B 76 3⁄3 | ||||||||
| 20218 |
Open source AI agent platform with MCP server, browser automation, knowledge pa…
|
B 76 3⁄3 | ||||||||
| 20219 |
Independent AI certification authority. Trust scores, search, comparison, and v…
|
B 76 3⁄3 | ||||||||
| 20220 |
Claude Code extension manager — MCP servers, plugins (skills, hooks, agents), a…
|
B 76 3⁄3 | ||||||||
| 20221 |
Provides comprehensive integration with the Clockify time tracking API, enablin…
|
B 76 4⁄4 | ||||||||
| 20222 |
Arpe.io MCP server for FastBCP, FastTransfer, LakeXpress, MigratorXpress
|
B 76 4⁄3 | ||||||||
| 20223 |
Connects AI coding assistants to Gaffer test history and coverage data to analy…
|
B 76 4⁄4 | ||||||||
| 20224 |
Search 800 000+ Polish public tenders (BZP + TED). Profiles of procuring entiti…
|
B 76 3⁄3 | ||||||||
| 20225 |
🧠 High-performance persistent memory system for Model Context Protocol (MCP) po…
|
B 76 4⁄3 | ||||||||
| 20226 |
Connects MCP clients directly to a live Godot editor, enabling AI assistants to…
|
B 76 3⁄3 | ||||||||
| 20227 |
Architectural memory layer for AI coding.
Automatically extracts decisions, det…
|
B 76 3⁄3 | ||||||||
| 20228 |
Generate professional PDF reports from LLM output — cover, TOC, tables, charts,…
|
B 76 3⁄3 | ||||||||
| 20229 |
Enables AI assistants to control Blender 3D modeling software through a stable,…
|
B 76 3⁄3 | ||||||||
| 20230 |
mcp
Claim
Sapiom MCP server — authentication, verification, and API tools
|
B 76 4⁄3 | ||||||||
| 20231 |
graph-tool-call
Claim
When tool count exceeds LLM context limits, accuracy collapses (248 tools → 12%…
|
B 76 4⁄3 | ||||||||
| 20232 |
MCP server for email + calendar via classic Outlook on Windows (COM automation)…
|
B 76 3⁄3 | ||||||||
| 20233 |
On-device documentation search for agents
|
B 76 3⁄3 | ||||||||
| 20234 |
Enables AI agents to access affiliate marketing capabilities through AgentFuse'…
|
B 76 3⁄3 | ||||||||
| 20235 |
Enables CRUD operations on WebDAV file systems with authentication support, all…
|
B 76 4⁄4 | ||||||||
| 20236 |
Schedule agent work and report write-once outcomes via CueAPI from any MCP host.
|
B 76 3⁄3 | ||||||||
| 20237 |
Russian state registries EGRUL (legal entities) and EGRIP (individual entrepren…
|
B 76 3⁄3 | ||||||||
| 20238 |
Open, Git-native memory protocol for MCP agents. Portable, versioned, human-edi…
|
B 76 3⁄3 | ||||||||
| 20239 |
Enables natural language control of NVIDIA Isaac Sim through the Model Context …
|
B 76 3⁄3 | ||||||||
| 20240 |
Agent Orchestrator MCP Server by MEOK AI Labs
|
B 76 3⁄3 | ||||||||
| 20241 |
Indian financial headlines to sector trading signals and long/short ideas.
|
B 76 3⁄3 | ||||||||
| 20242 |
Bridges AI coding agents with the browser to provide visual debugging, real-tim…
|
B 76 4⁄3 | ||||||||
| 20243 |
A token-efficient MCP server that provides access to the entire Cloudflare API …
|
B 76 4⁄3 | ||||||||
| 20244 |
webfetch-mcp
Claim
Drop-in MCP replacement for the built-in WebFetch tool. Adds domain-scoped cust…
|
B 76 3⁄3 | ||||||||
| 20245 |
Deterministic local text analysis: sentiment, readability scoring, keyword extr…
|
B 76 3⁄3 | ||||||||
| 20246 |
MCP server that exposes all functionality of sigrok-cli as MCP tools, enabling …
|
B 76 3⁄3 | ||||||||
| 20247 |
Figma MCP server in Rust — plugin bridge, no API token, no rate limits, 73 tool…
|
B 76 3⁄3 | ||||||||
| 20248 |
A Model Context Protocol server that enables AI assistants like Claude to inter…
|
B 76 4⁄3 | ||||||||
| 20249 |
Persistent, local memory for AI coding agents that learns how you work, not jus…
|
B 76 3⁄3 | ||||||||
| 20250 |
|
B 76 3⁄3 | ||||||||