MCP Server Quality Scores
Independent quality analysis of 59385 public MCP servers
Last updated 1 hour, 38 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20301 |
Enables AI agents to access affiliate marketing capabilities through AgentFuse'…
|
B 76 3⁄3 | ||||||||
| 20302 |
MCP server that exposes all functionality of sigrok-cli as MCP tools, enabling …
|
B 76 3⁄3 | ||||||||
| 20303 |
Provision Postgres databases + webhooks from AI coding agents in one HTTP call.
|
B 76 3⁄3 | ||||||||
| 20304 |
Arpe.io MCP server for FastBCP, FastTransfer, LakeXpress, MigratorXpress
|
B 76 4⁄3 | ||||||||
| 20305 |
mcp-marketplace
Claim
OpenSource MCP Marketplace | MCP Servers Tools Meta Dataset | Web API | Web Cli…
|
B 76 3⁄3 | ||||||||
| 20306 |
MCP server providing date and time functions in various formats
|
B 76 4⁄3 | ||||||||
| 20307 |
Russian state registries EGRUL (legal entities) and EGRIP (individual entrepren…
|
B 76 3⁄3 | ||||||||
| 20308 |
AgentFlow is a next-generation, premium agentic workflow system built on the Mo…
|
B 76 3⁄3 | ||||||||
| 20309 |
Enables AI assistants to interact with Odoo ERP systems through natural languag…
|
B 76 4⁄4 | ||||||||
| 20310 |
memory-search-mcp
Claim
memory-search-mcp MCP server by MEOK AI Labs
|
B 76 3⁄3 | ||||||||
| 20311 |
Connects MCP clients directly to a live Godot editor, enabling AI assistants to…
|
B 76 3⁄3 | ||||||||
| 20312 |
MCP server for email + calendar via classic Outlook on Windows (COM automation)…
|
B 76 3⁄3 | ||||||||
| 20313 |
A multi-step academic figure agent harness that enables AI agents to plan, gene…
|
B 76 3⁄3 | ||||||||
| 20314 |
MCP server that exposes SymPy's symbolic mathematics functionality
|
B 76 3⁄3 | ||||||||
| 20315 |
mcp
Claim
Sapiom MCP server — authentication, verification, and API tools
|
B 76 4⁄3 | ||||||||
| 20316 |
Bridges AI coding agents with the browser to provide visual debugging, real-tim…
|
B 76 4⁄3 | ||||||||
| 20317 |
Clipboard MCP
Claim
Cross-platform MCP server for system clipboard access (read, write, watch)
|
B 76 3⁄3 | ||||||||
| 20318 |
Two-layer memory for AI agents. Episodes compress into identity.
The only MCP …
|
B 76 3⁄3 | ||||||||
| 20319 |
Indian financial headlines to sector trading signals and long/short ideas.
|
B 76 3⁄3 | ||||||||
| 20320 |
A universal gateway that aggregates multiple MCP servers into a single interfac…
|
B 76 4⁄4 | ||||||||
| 20321 |
MCP server for Zitadel identity management — manage users, projects, OIDC apps,…
|
B 76 4⁄4 | ||||||||
| 20322 |
cadre-ai
Claim
Voice-driven AI professional agent. Real-time conversations powered by Gemini L…
|
B 76 4⁄3 | ||||||||
| 20323 |
Enables AI assistants to manage Todoist tasks, projects, sections, and labels t…
|
B 76 4⁄4 | ||||||||
| 20324 |
rootcause
Claim
RootCause is a local-first MCP server that turns natural-language requests into…
|
B 76 4⁄3 | ||||||||
| 20325 |
Make OpenClaw usable for everyone — setup, manage, and grow it into a practical…
|
B 75 3⁄3 | ||||||||
| 20326 |
mcp-a11y-service
Claim
Enables automated WCAG 2.2 AA accessibility audits of Figma designs and webpage…
|
B 75 3⁄3 | ||||||||
| 20327 |
Long-term memory system for AI agents that accumulates domain expertise through…
|
B 75 3⁄3 | ||||||||
| 20328 |
WordPress MCP Server
Claim
A comprehensive MCP server for managing WordPress sites through the REST API, f…
|
B 75 4⁄3 | ||||||||
| 20329 |
Enables Google Developer Experts to report various activities (content creation…
|
B 75 4⁄4 | ||||||||
| 20330 |
Crypto API Fixer
Claim
Auto-repair middleware for crypto trading bots. Fixes API errors silently in <2…
|
B 75 3⁄3 | ||||||||
| 20331 |
An MCP server that enables Claude Code to consult Opus as a strategic advisor d…
|
B 75 3⁄3 | ||||||||
| 20332 |
A local-first, no-API-key MCP server that enables LLMs to search the web, fetch…
|
B 75 3⁄3 | ||||||||
| 20333 |
Monarch Money API client with 30 MCP tools for accounts, transactions, budgets,…
|
B 75 4⁄3 | ||||||||
| 20334 |
claude-homelab
Claim
Comprehensive Agents, Commands, Hooks, and Skills for homelab service managemen…
|
B 75 3⁄3 | ||||||||
| 20335 |
Theneo MCP Server
Claim
Enables AI assistants to automatically create, update, and publish API document…
|
B 75 4⁄4 | ||||||||
| 20336 |
Access 21+ social media platforms through one unified API. Profiles, posts, sea…
|
B 75 3⁄3 | ||||||||
| 20337 |
gorev
Claim
Task management system for AI assistants with MCP protocol, templates, and bili…
|
B 75 4⁄3 | ||||||||
| 20338 |
Connects Claude to your Strava account for analyzing training, predicting race …
|
B 75 3⁄3 | ||||||||
| 20339 |
local-mcp
Claim
Native macOS MCP server — 82 tools for Mail, Calendar, Teams, OneDrive and more.
|
B 75 3⁄3 | ||||||||
| 20340 |
A framework for building simple MCP servers with custom middleware
|
B 75 4⁄3 | ||||||||
| 20341 |
Unofficial PDF toolkit (merge/split/compress/OCR/convert/watermark/protect/...)…
|
B 75 3⁄3 | ||||||||
| 20342 |
Enables AI agents to interact directly with the DUAL Web3 Operating System for …
|
B 75 4⁄4 | ||||||||
| 20343 |
Official MCP server for Conan C/C++ package manager. Create projects, manage de…
|
B 75 4⁄3 | ||||||||
| 20344 |
MCP server for PDF generation, parsing, splitting, merging, and manipulation vi…
|
B 75 3⁄3 | ||||||||
| 20345 |
EU AI Act Article 50 watermarking + transparency compliance MCP. Built for the …
|
B 75 3⁄3 | ||||||||
| 20346 |
Universal governance layer for AI agents. MCP-native, fail-closed, audit proofs…
|
B 75 3⁄3 | ||||||||
| 20347 |
A Model Context Protocol server that provides Claude with access to Pangea's se…
|
B 75 4⁄4 | ||||||||
| 20348 |
nab
Claim
Ultra-fast web fetcher and MCP server with HTTP/3, JS rendering, anti-fingerpri…
|
B 75 4⁄3 | ||||||||
| 20349 |
Enables AI assistants to manage Rundeck operations including jobs, executions, …
|
B 75 3⁄3 | ||||||||
| 20350 |
Perplexity MCP server backed by the Polza.ai chat completions API.
|
B 75 3⁄3 | ||||||||