MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20151 |
Umbrella package for SciTeX — reproducible science from raw data to manuscript
|
B 77 3⁄3 | ||||||||
| 20152 |
Model Context Protocol server for CiviCRM — AuthX-first, schema-introspected, w…
|
B 77 3⁄3 | ||||||||
| 20153 |
Access your SimBrief flight plans. 14 tools covering flight summary, weather (M…
|
B 77 3⁄3 | ||||||||
| 20154 |
MCP server that enables Claude to interact with Google Workspace services inclu…
|
B 77 4⁄3 | ||||||||
| 20155 |
ast-editor
Claim
A robust, language-agnostic Model Context Protocol (MCP) server that provides A…
|
B 77 3⁄3 | ||||||||
| 20156 |
An implementation of the Model Context Protocol that connects AI agents to Kaka…
|
B 77 4⁄3 | ||||||||
| 20157 |
Context engineering MCP server — generates CLAUDE.md files via structured codeb…
|
B 77 3⁄3 | ||||||||
| 20158 |
Financial data for AI agents: SEC filings, price history, insider trades, and m…
|
B 77 3⁄3 | ||||||||
| 20159 |
Enables LLM applications to interact with OpenProject for project management, w…
|
B 77 4⁄3 | ||||||||
| 20160 |
Exposes Covalent's GoldRush APIs to provide LLMs with comprehensive blockchain …
|
B 77 4⁄4 | ||||||||
| 20161 |
mcp-server
Claim
Agent-first synthetic test data MCP server. Estimate usage, detect schemas from…
|
B 77 3⁄3 | ||||||||
| 20162 |
A proof-of-concept server that enables LLM agents to interact with RSpace API e…
|
B 77 4⁄3 | ||||||||
| 20163 |
|
B 77 4⁄3 | ||||||||
| 20164 |
Search, request, and manage e-signature contracts effortlessly with [BoldSign](…
|
B 77 4⁄4 | ||||||||
| 20165 |
archestra
Claim
Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator
|
B 77 4⁄3 | ||||||||
| 20166 |
|
B 77 3⁄3 | ||||||||
| 20167 |
MCP server for the Registry Broker. Discover, register, and chat with AI agents…
|
B 77 4⁄3 | ||||||||
| 20168 |
Search 41K+ nonprofits, get impact data, submit enrichments, donate USDC via x4…
|
B 77 3⁄3 | ||||||||
| 20169 |
sofos-code
Claim
AI coding agent for your terminal, implemented in pure Rust
|
B 77 4⁄3 | ||||||||
| 20170 |
pituitary
Claim
Catch spec drift before it catches you. Detect overlap, stale docs, and code dr…
|
B 77 3⁄3 | ||||||||
| 20171 |
Reclaim.ai calendar integration with 40 tools for tasks, habits, focus time, sc…
|
B 77 4⁄3 | ||||||||
| 20172 |
Enables AI systems to securely interact with self-hosted Bitbucket repositories…
|
B 77 4⁄3 | ||||||||
| 20173 |
German Legal MCP Server
Claim
Provides unified access to German federal and state legislation, court decision…
|
B 76 4⁄4 | ||||||||
| 20174 |
MCP server that exposes Pyright language server functionality
|
B 76 3⁄3 | ||||||||
| 20175 |
mcp
Claim
Tickstem developer tools — manage cron jobs and verify emails from your AI codi…
|
B 76 3⁄3 | ||||||||
| 20176 |
kmcp
Claim
CLI tool and Kubernetes Controller for building, testing and deploying MCP serv…
|
B 76 4⁄3 | ||||||||
| 20177 |
MCP server that saves Claude Code tokens by delegating bounded tasks to local o…
|
B 76 4⁄3 | ||||||||
| 20178 |
StarTree MCP Server for Apache Pinot
|
B 76 4⁄4 | ||||||||
| 20179 |
Search 800 000+ Polish public tenders (BZP + TED). Profiles of procuring entiti…
|
B 76 3⁄3 | ||||||||
| 20180 |
Combined TeslaMate analytics + Fleet API commands — 29 tools for vehicle teleme…
|
B 76 3⁄3 | ||||||||
| 20181 |
Event-sourced knowledge graph memory for AI coding agents with semantic search
|
B 76 4⁄3 | ||||||||
| 20182 |
Connects Claude directly to Godot 4 projects to read and manipulate scenes, nod…
|
B 76 4⁄3 | ||||||||
| 20183 |
MCP server for Taskwarrior 3.x, TaskChampion, and Timewarrior task management.
|
B 76 3⁄3 | ||||||||
| 20184 |
mcp
Claim
Official PostHog MCP Server 🦔
|
B 76 4⁄4 | ||||||||
| 20185 |
MCP server for Shopify Admin API with a ComfyUI bridge for AI product image gen…
|
B 76 3⁄3 | ||||||||
| 20186 |
Enables managing a Discord server using natural language through AI clients lik…
|
B 76 4⁄3 | ||||||||
| 20187 |
A TypeScript-aware MCP server that provides coding agents with repository disco…
|
B 76 3⁄3 | ||||||||
| 20188 |
Clipboard MCP
Claim
Cross-platform MCP server for system clipboard access (read, write, watch)
|
B 76 3⁄3 | ||||||||
| 20189 |
Analyzes Microsoft Sentinel solutions from GitHub repositories to map data conn…
|
B 76 4⁄4 | ||||||||
| 20190 |
Arpe.io MCP server for FastBCP, FastTransfer, LakeXpress, MigratorXpress
|
B 76 4⁄3 | ||||||||
| 20191 |
MCP server for Prometheus metrics and observability. Give Claude (or any MCP-ca…
|
B 76 3⁄3 | ||||||||
| 20192 |
Evidence-first PDF MCP. Agent Document Twin with citeable page+bbox evidence.
|
B 76 4⁄3 | ||||||||
| 20193 |
Connect AI agents to MATLAB — execute code, run async jobs with progress report…
|
B 76 3⁄3 | ||||||||
| 20194 |
|
B 76 3⁄3 | ||||||||
| 20195 |
Enables AI assistants to render 3D models from OpenSCAD code, generating single…
|
B 76 4⁄4 | ||||||||
| 20196 |
devtap
Claim
Bridge build/dev process output to AI coding sessions via MCP — supports Claude…
|
B 76 4⁄3 | ||||||||
| 20197 |
Real Chrome profiles with site intelligence — already logged in, PII anonymizat…
|
B 76 3⁄3 | ||||||||
| 20198 |
|
B 76 3⁄3 | ||||||||
| 20199 |
Enables natural language control of NVIDIA Isaac Sim through the Model Context …
|
B 76 3⁄3 | ||||||||
| 20200 |
picocalc-mcp
Claim
AI assistant access to PicoCalc MicroPython hardware over USB.
|
B 76 3⁄3 | ||||||||