MCP Server Quality Scores
Independent quality analysis of 69224 public MCP servers
Last updated 1 hour, 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20351 |
mcp-whatsapp
Claim
Single-binary Go MCP server that wraps whatsmeow to expose a personal WhatsApp …
|
B 75 3⁄3 | ||||||||
| 20352 |
Enables AI coding assistants to debug and analyze WeChat MiniApp JavaScript cod…
|
B 75 3⁄3 | ||||||||
| 20353 |
Enables interaction with FireHydrant's incident management API through the Mode…
|
B 75 4⁄4 | ||||||||
| 20354 |
Enables AI assistants to manage Google Tasks through natural language interacti…
|
B 75 4⁄4 | ||||||||
| 20355 |
Universal governance layer for AI agents. MCP-native, fail-closed, audit proofs…
|
B 75 3⁄3 | ||||||||
| 20356 |
Persistent 4-tier AI memory (episodic, semantic, project, procedural) with temp…
|
B 75 3⁄3 | ||||||||
| 20357 |
Make OpenClaw usable for everyone — setup, manage, and grow it into a practical…
|
B 75 3⁄3 | ||||||||
| 20358 |
Read-only MCP over a vault's typed knowledge graph: concept search, contradicti…
|
B 75 3⁄3 | ||||||||
| 20359 |
Provides access to PortOne's official documentation (developer center, help cen…
|
B 75 4⁄4 | ||||||||
| 20360 |
57 tools for AI-powered iOS Simulator automation — tap, swipe, type, screenshot…
|
B 75 3⁄3 | ||||||||
| 20361 |
MCP server for Frappe/ERPNext development with AI assistance for DocTypes, benc…
|
B 75 4⁄3 | ||||||||
| 20362 |
Dotenv parser, ports, system info for AI agents
|
B 75 3⁄3 | ||||||||
| 20363 |
glp1search
Claim
GLP-1 provider directory, peptide database, and medication comparison tools.
|
B 75 3⁄3 | ||||||||
| 20364 |
Give your AI coding agent direct access to 2,198+ exercises via exerciseapi.dev
|
B 75 3⁄3 | ||||||||
| 20365 |
A Python-based MCP server that enables querying Cisco's Meraki Dashboard API to…
|
B 75 4⁄3 | ||||||||
| 20366 |
dbdense
Claim
Offline database schema context for LLM agents. Extract once, serve via MCP — n…
|
B 75 3⁄3 | ||||||||
| 20367 |
oh-my-codex
Claim
oh-my-codex (omx) — Orchestration layer for OpenAI Codex CLI. Async Claude Code…
|
B 75 3⁄3 | ||||||||
| 20368 |
keryx
Claim
Keryx: The Fullstack TypeScript Framework for MCP and APIs
|
B 75 3⁄3 | ||||||||
| 20369 |
Code linting and style checking tools for AI agents, exposed as an MCP server. …
|
B 75 3⁄3 | ||||||||
| 20370 |
Read-only MCP for OpenVibeCoding runs, workflows, proof, queue, replay, and inc…
|
B 75 3⁄3 | ||||||||
| 20371 |
A Model Context Protocol server that provides Claude with access to Pangea's se…
|
B 75 4⁄4 | ||||||||
| 20372 |
Couchbase Model Context Protocol Server to interact with Couchbase clusters
|
B 75 4⁄3 | ||||||||
| 20373 |
Model Context Protocol for Wikidata
|
B 75 3⁄3 | ||||||||
| 20374 |
|
B 75 4⁄3 | ||||||||
| 20375 |
Provides AI assistants with comprehensive access to eBay's Sell APIs, including…
|
B 75 4⁄3 | ||||||||
| 20376 |
Connect Claude to Microsoft Teams — read/send messages, list channels, search c…
|
B 75 3⁄3 | ||||||||
| 20377 |
Connect AI assistants to your Metabase analytics platform. Access dashboards, e…
|
B 75 4⁄4 | ||||||||
| 20378 |
Rust-powered PDF toolkit: create, read, and analyze PDFs; extract text and enti…
|
B 75 3⁄3 | ||||||||
| 20379 |
Wick
Claim
Browser-grade web access for AI agents. Fetches any webpage, returns clean mark…
|
B 75 3⁄3 | ||||||||
| 20380 |
Access 21+ social media platforms through one unified API. Profiles, posts, sea…
|
B 75 3⁄3 | ||||||||
| 20381 |
A server that integrates with Claude Desktop to enable real-time web research c…
|
B 75 4⁄3 | ||||||||
| 20382 |
google maps for vibecoders.
|
B 75 3⁄3 | ||||||||
| 20383 |
Give secure read/write access to your Standard Notes vault — end-to-end encrypt…
|
B 75 3⁄3 | ||||||||
| 20384 |
Reddit automation for AI agents — browse feeds, search posts, comment, vote, an…
|
B 75 3⁄3 | ||||||||
| 20385 |
MCP server that exposes actionable Omniboard checks for the current project to …
|
B 75 3⁄3 | ||||||||
| 20386 |
MCP server for Bambu Lab 3D printers — STL manipulation, BambuStudio slicing, a…
|
B 75 4⁄3 | ||||||||
| 20387 |
magicslide-mcp-testing
Claim
|
B 75 3⁄3 | ||||||||
| 20388 |
MCP server for the Storyblok headless CMS with 160 tools across 30 modules. Man…
|
B 75 4⁄4 | ||||||||
| 20389 |
FreeAgent accounting MCP: bank reconciliation, expenses, mileage claims and rec…
|
B 75 3⁄3 | ||||||||
| 20390 |
Enables Claude to manage Gmail, Google Calendar, and Google Contacts through a …
|
B 75 3⁄3 | ||||||||
| 20391 |
Long-term memory system for AI agents that accumulates domain expertise through…
|
B 75 3⁄3 | ||||||||
| 20392 |
claude-homelab
Claim
Comprehensive Agents, Commands, Hooks, and Skills for homelab service managemen…
|
B 75 3⁄3 | ||||||||
| 20393 |
MCP server providing LLMs with safe, read-only access to the Chinook SQLite sam…
|
B 75 3⁄3 | ||||||||
| 20394 |
Connects Claude to your Strava account for analyzing training, predicting race …
|
B 75 3⁄3 | ||||||||
| 20395 |
Feedback collection for AI agents. Create surveys from JSON schema, collect str…
|
B 75 3⁄3 | ||||||||
| 20396 |
MCP server for the Fitbit Web API. OAuth 2.0 PKCE, local SQLite cache with auto…
|
B 75 3⁄3 | ||||||||
| 20397 |
Basecamp-MCP-Server
Claim
MCP server for Basecamp 3 with OAuth, FastMCP, and 75 tools for projects, todos…
|
B 75 4⁄4 | ||||||||
| 20398 |
NornicDB
Claim
Nornicdb is a distributed low-latency, Graph+Vector, Temporal MVCC with all sub…
|
B 75 4⁄3 | ||||||||
| 20399 |
A Model Context Protocol server implementation that enables AI assistants like …
|
B 75 4⁄3 | ||||||||
| 20400 |
MCP server for Aruba Central that exposes access point, switch, and wireless cl…
|
B 75 3⁄3 | ||||||||