MCP Server Quality Scores
Independent quality analysis of 69224 public MCP servers
Last updated 32 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20201 |
Indian financial headlines to sector trading signals and long/short ideas.
|
B 76 3⁄3 | ||||||||
| 20202 |
Plan fieldwork with location-based weather insights and quick place lookups. Ca…
|
B 76 3⁄3 | ||||||||
| 20203 |
|
B 76 3⁄3 | ||||||||
| 20204 |
MCP server for email + calendar via classic Outlook on Windows (COM automation)…
|
B 76 3⁄3 | ||||||||
| 20205 |
MCP server for French e-invoicing (XP Z12-013). Manages invoices, validation an…
|
B 76 3⁄3 | ||||||||
| 20206 |
rootcause
Claim
RootCause is a local-first MCP server that turns natural-language requests into…
|
B 76 4⁄3 | ||||||||
| 20207 |
attest-mcp
Claim
Credential enforcement middleware for MCP servers — verifies scoped tokens on e…
|
B 76 3⁄3 | ||||||||
| 20208 |
WhatsApp Business API template management via Meta Cloud API. Create, validate,…
|
B 76 3⁄3 | ||||||||
| 20209 |
AI agent orchestrator with Architect AI. Multi-team, web dashboard, 35+ MCP too…
|
B 76 3⁄3 | ||||||||
| 20210 |
Manage your Plesk hosting server using AI assistants.
|
B 76 3⁄3 | ||||||||
| 20211 |
mcp
Claim
Sapiom MCP server — authentication, verification, and API tools
|
B 76 4⁄3 | ||||||||
| 20212 |
Discover and connect your agents with other agents via A2A protocol. Share res…
|
B 76 3⁄3 | ||||||||
| 20213 |
Reference MCP server for K-product cross-border commerce with five canonical to…
|
B 76 3⁄3 | ||||||||
| 20214 |
MCP Client which serves as bridge between mcp servers and local LLMs running on…
|
B 76 4⁄3 | ||||||||
| 20215 |
Enables AI assistants to interact with Twenty CRM for managing contacts, compan…
|
B 76 4⁄4 | ||||||||
| 20216 |
Technitium MCP Secure
Claim
A security-hardened MCP server for managing Technitium DNS Server via its HTTP …
|
B 76 4⁄4 | ||||||||
| 20217 |
Plan fieldwork with location-based weather insights and quick place lookups. Ca…
|
B 76 3⁄3 | ||||||||
| 20218 |
AgentFlow is a next-generation, premium agentic workflow system built on the Mo…
|
B 76 3⁄3 | ||||||||
| 20219 |
Product-Led Growth (PLG) analysis toolkit that detects tech stacks, plans growt…
|
B 76 3⁄3 | ||||||||
| 20220 |
reshapr
Claim
The open source, no-code MCP Server for AI-Native API Access
|
B 76 3⁄3 | ||||||||
| 20221 |
MCP server for accessing VS Code/Cursor's Local History
|
B 76 4⁄3 | ||||||||
| 20222 |
Provides semantic search and a tag-based knowledge graph for any project, auto-…
|
B 76 3⁄3 | ||||||||
| 20223 |
Arpe.io MCP server for FastBCP, FastTransfer, LakeXpress, MigratorXpress
|
B 76 4⁄3 | ||||||||
| 20224 |
A multi-step academic figure agent harness that enables AI agents to plan, gene…
|
B 76 3⁄3 | ||||||||
| 20225 |
37-tool MCP server: context health, memory, reasoning, truthfulness & research …
|
B 76 3⁄3 | ||||||||
| 20226 |
MCP server that exposes Pyright language server functionality
|
B 76 3⁄3 | ||||||||
| 20227 |
MCP server for Shopify Admin API with a ComfyUI bridge for AI product image gen…
|
B 76 3⁄3 | ||||||||
| 20228 |
Enables CRUD operations on WebDAV file systems with authentication support, all…
|
B 76 4⁄4 | ||||||||
| 20229 |
150+ SAP HANA database tools as MCP tools for AI assistants
|
B 76 3⁄3 | ||||||||
| 20230 |
Event-sourced knowledge graph memory for AI coding agents with semantic search
|
B 76 4⁄3 | ||||||||
| 20231 |
Python intent tracing MCP: map specs to pytest tests, monitor implementation pr…
|
B 76 4⁄3 | ||||||||
| 20232 |
Analyzes Microsoft Sentinel solutions from GitHub repositories to map data conn…
|
B 76 4⁄4 | ||||||||
| 20233 |
Annotate elements, draw regions, and ship cleaner UI faster.
|
B 76 3⁄3 | ||||||||
| 20234 |
toolhive
Claim
ToolHive is an enterprise-grade platform for running and managing Model Context…
|
B 76 4⁄3 | ||||||||
| 20235 |
Generate professional PDF reports from LLM output — cover, TOC, tables, charts,…
|
B 76 3⁄3 | ||||||||
| 20236 |
Independent AI certification authority. Trust scores, search, comparison, and v…
|
B 76 3⁄3 | ||||||||
| 20237 |
MCP server that exposes SymPy's symbolic mathematics functionality
|
B 76 3⁄3 | ||||||||
| 20238 |
wow-mcp
Claim
A comprehensive MCP server that wraps the complete World of Warcraft retail API…
|
B 76 4⁄3 | ||||||||
| 20239 |
GitHub MCP Server - List PRs, issues, repo info, and search code
|
B 76 3⁄3 | ||||||||
| 20240 |
graph-tool-call
Claim
When tool count exceeds LLM context limits, accuracy collapses (248 tools → 12%…
|
B 76 4⁄3 | ||||||||
| 20241 |
Bridges AI coding agents with the browser to provide visual debugging, real-tim…
|
B 76 4⁄3 | ||||||||
| 20242 |
A Model Context Protocol (MCP) server for accessing Productive.io API endpoints…
|
B 76 4⁄3 | ||||||||
| 20243 |
A token-efficient MCP server that provides access to the entire Cloudflare API …
|
B 76 4⁄3 | ||||||||
| 20244 |
Manage and query your AdGuard Home DNS records and filtering rules through AI a…
|
B 76 3⁄3 | ||||||||
| 20245 |
mcp
Claim
Official PostHog MCP Server 🦔
|
B 76 4⁄4 | ||||||||
| 20246 |
Content-addressed semantics: fail-closed handshakes over 452 cognitive patterns.
|
B 76 3⁄3 | ||||||||
| 20247 |
|
B 76 3⁄3 | ||||||||
| 20248 |
Connects MCP clients directly to a live Godot editor, enabling AI assistants to…
|
B 76 3⁄3 | ||||||||
| 20249 |
A Model Context Protocol server that enables AI assistants like Claude to inter…
|
B 76 4⁄3 | ||||||||
| 20250 |
Enables AI assistants to manage Todoist tasks, projects, sections, and labels t…
|
B 76 4⁄4 | ||||||||