MCP Server Quality Scores
Independent quality analysis of 66427 public MCP servers
Last updated 31 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 65201 |
mcp-server
Claim
Operating contracts for AI agents. Structured instructions compiled into system…
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| 65202 |
SnapBack MCP Server
Claim
Enables AI-powered code safety analysis including risk detection, secret scanni…
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| 65203 |
firmware-attestation-mcp
Claim
Firmware Attestation MCP — hardware trust layer for sovereign AI. Scan firmware…
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| 65204 |
pg-mcp-server
Claim
A Model Context Protocol server for PostgreSQL databases that enables AI agents…
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| 65205 |
MCP server for n8n workflow automation — manage workflows, executions, credenti…
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| 65206 |
hibae-admin
Claim
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| 65207 |
Conduit Agentic Commerce
Claim
Search multi-merchant supply, checkout, and track orders via MCP.
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| 65208 |
mcp-ibge
Claim
Exposes official IBGE data as MCP tools, including Brazilian localities, SIDRA …
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| 65209 |
MCP Bling
Claim
Remote MCP server for Bling API v3, enabling tools to manage products, orders, …
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| 65210 |
MCP Text Editor Server
Claim
A Model Context Protocol (MCP) server that provides line-oriented text file edi…
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| 65211 |
Enables controlling and monitoring a Buva EcoStream WTW ventilation unit via na…
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| 65212 |
mcp-wayback-machine
Claim
Save any URL to the Internet Archive and retrieve archived snapshots on demand.…
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| 65213 |
A Model Context Protocol server that enables AI assistants to interact with Dat…
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| 65214 |
AKShare MCP Server
Claim
Enables AI assistants to access comprehensive Chinese financial market data inc…
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| 65215 |
androir-mcp
Claim
An MCP server that allows AI agents to drive real Android devices via adb, capt…
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| 65216 |
Siren
Claim
Deterministic visual marketing engine. Your agent plans, renders, and posts on-…
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| 65217 |
locus
Claim
Hierarchical markdown memory palace for AI agents — structured palace navigatio…
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| 65218 |
MCParr Server
Claim
Integrates with Radarr and Sonarr to manage your media library, enabling search…
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| 65219 |
Claude Chrome MCP
Claim
Enables browser automation through the Claude Chrome Extension, allowing agents…
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| 65220 |
Mochi MCP Server
Claim
Enables querying MySQL/MariaDB databases by alias from Claude. Supports secure …
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| 65221 |
n3mo
Claim
N3MO: Code intelligence engine mapping repositories into queryable symbol graph…
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| 65222 |
Federated Directory MCP
Claim
Enables contact searches within the Federated Directory system by name or email…
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| 65223 |
Midplane
Claim
Safe-by-default SQL guardrails for AI agents: AST-checked queries, per-table po…
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| 65224 |
Enables deployment of MCP servers on Cloudflare Workers without authentication …
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| 65225 |
Custom Figma MCP
Claim
Local bridge enabling AI agents to inspect and edit the currently open Figma De…
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| 65226 |
Enables high-quality image generation using Google's Imagen 3.0 model via the G…
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| 65227 |
looking-glass-mcp
Claim
AI-native browser for agents. 71 tools with self-healing, semantic extraction, …
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| 65228 |
apple-music
Claim
Enables control of Apple Music on macOS, including playback, track info, volume…
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| 65229 |
Amika MCP Server
Claim
Remote MCP server for Amika: manage sandboxes and agent sessions from any MCP c…
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| 65230 |
earnlayer
Claim
We help AI startups offset inference costs by monetizing user intent with conte…
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| 65231 |
Enables AI assistants to generate high-quality images using SiliconFlow's Flux …
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| 65232 |
Geocoding
Claim
Forward and reverse geocoding, place search, and distance via OpenStreetMap Nom…
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| 65233 |
Planner MCP Server
Claim
A server for creating and managing plans with steps, enabling users to break do…
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| 65234 |
reddit-research-mcp
Claim
MCP server for compact Reddit research packs. Enables Reddit data extraction, s…
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| 65235 |
ab
Claim
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| 65236 |
gmail-mcp6
Claim
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| 65237 |
promptpack
Claim
Enables AI agents to scan codebases for prioritized findings (TODO, FIXME, XXX)…
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| 65238 |
TypeSpec MCP Server
Claim
Enables building MCP servers using TypeSpec, with tools for learning, scaffoldi…
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| 65239 |
@saperly/mcp
Claim
MCP server for Saperly that enables AI agents to provision phone numbers, place…
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| 65240 |
MCP Icon Generator
Claim
Generates app icons with customizable text, colors, and sizes, including comple…
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| 65241 |
ffmpeg-mcp-server
Claim
Enables video processing operations (speed adjustment, keyframe optimization, c…
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| 65242 |
MCP LTM Server
Claim
A networked long-term memory server that enables AI agents to maintain persiste…
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| 65243 |
agent-harnesses
Claim
Agent-harness picks, search, and decision guides over a curated, weekly-rescore…
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| 65244 |
zoho-bookkeeper-mcp
Claim
MCP server for Zoho Books integration, enabling AI agents to perform bookkeepin…
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| 65245 |
Apple Dev MCP Server
Claim
Provides live Apple documentation fetching, Xcode build error analysis, and Swi…
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| 65246 |
sanitycheck-mcp
Claim
Enables AI agents to check the health of internet infrastructure and specific s…
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| 65247 |
Ridgeline Finance OS MCP
Claim
A Model Context Protocol server exposing the freight accrual pipeline as reusab…
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| 65248 |
Enables AI-assisted development of CodeQL queries for security analysis through…
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| 65249 |
sproutos
Claim
AI-powered WordPress MCP plugin | Give AI agents full access to your pages, the…
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| 65250 |
mcp-server-swapy
Claim
MCP server for querying the Star Wars universe via the SWAPI API, providing acc…
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