MCP Server Quality Scores
Independent quality analysis of 64186 public MCP servers
Last updated 1 hour, 46 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 62101 |
gmail-mcp
Claim
Enables interacting with multiple Gmail accounts through a single MCP server, s…
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| 62102 |
Spectre
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Enables AI agents to fully automate X/Twitter interactions including searching,…
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| 62103 |
mcp-server-registration
Claim
An MCP server that provides [describe what your server does]
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| 62104 |
blender-mcp
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Enables LLMs to control Blender for 3D scene creation, object manipulation, mat…
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| 62105 |
seam-runtime
Claim
SEAM: local-first memory runtime for AI agents, with retrieval and glassbox pro…
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| 62106 |
Memory MCP
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Gives AI coding agents persistent, evolving knowledge about a codebase, enablin…
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| 62107 |
pdf-content-search-mcp
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MCP bridge for [PDF Content Search](https://store.juergenkoller.software/en/app…
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| 62108 |
An MCP server that connects AI agents to over 200 tools across 27 Brazilian pub…
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| 62109 |
An MCP server that gives AI agents the ability to inspect, observe, and automat…
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| 62110 |
falcon-mcp
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Connects AI agents with the CrowdStrike Falcon platform to programmatically acc…
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| 62111 |
duckdb_analytics_mcp
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Provides read-only SQL analytics on local CSV, Parquet, and JSON datasets using…
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| 62112 |
QE-MCP
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A Python-based MCP server that enforces configurable Quality Assurance automati…
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| 62113 |
packet-tracer-mcp
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MCP server for Cisco Packet Tracer 9 — live IOS, OSPF, BGP, NAT, VLAN, VoIP, Qo…
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| 62114 |
my-mcp-ssh
Claim
An MCP server that enables large language models to connect to remote servers v…
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| 62115 |
Search how-to docs for Merchinary's Shopify Bulk Product Editor and Image Edito…
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| 62116 |
flomo-mcp
Claim
Enables creating, accessing, and summarizing text notes via URI resources and t…
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| 62117 |
iso27001-mcp
Claim
ISO 27001 compliance workspace for Claude. Risks, policies, SoA, evidence, and …
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| 62118 |
lemonado-mcp
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| 62119 |
mcp-smithery-exam1
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| 62120 |
mnema
Claim
Local-first, formally verified memory for AI agents: consult/learn/related/list…
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| 62121 |
UniFi RMCP
Claim
Rust MCP server and CLI for UniFi Network controller operations.
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| 62122 |
sqlite-explorer-mcp
Claim
Read-only SQLite database explorer for MCP clients. Allows discovery of tables …
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| 62123 |
Generate production-ready n8n workflows from plain language.
Validate, test, a…
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| 62124 |
bedc-mcp
Claim
MCP server for Dual Canvas Execution (DCE) - use with Polsia, Cursor, Claude, a…
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| 62125 |
Tailscale RMCP
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Rust MCP server and CLI for Tailscale devices, users, keys, policies, and auth.
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| 62126 |
MCP Seekr Server
Claim
Enables web search through Google and Wikipedia plus content extraction from an…
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| 62127 |
Remogram
Claim
SCM & forge boundary MCP: normalized, typed JSON from attributed Gitea, GitLab,…
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| 62128 |
Build native Linux packages (.deb/.rpm/.apk/.pkg.tar.zst) from a single PKGBUIL…
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| 62129 |
Hive Openclaw Bridge
Claim
Reference integration with @kinthaiofficial OpenClaw 3-layer payment governance
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| 62130 |
radmail-mcp
Claim
Email OS for agents - real-inbox search, triage, commitments, and a verifiable …
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| 62131 |
browser-mcp
Claim
A powerful MCP server for UI designers and developers to extract, analyze, and …
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| 62132 |
vox
Claim
Native macOS MCP server for voice I/O — Swift binary, SFSpeechRecognizer + Elev…
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| 62133 |
Language detection API for AI agents. Identify the language of any text using t…
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| 62134 |
Rule-tiered AST and sqlite-vec capability oracle for A-MEM agent workflows.
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| 62135 |
Event-sourced world model for multi-LLM agents: propose, validate, and read a s…
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| 62136 |
Nightscout MCP Server
Claim
Bridges your Nightscout CGM data with AI assistants via the Model Context Proto…
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| 62137 |
open-brain-mcp
Claim
An MCP server for storing and retrieving thoughts, notes, and ideas with semant…
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| 62138 |
Simmer
Claim
Trade prediction markets with AI agents — skill discovery, autoresearch, and ex…
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| 62139 |
GenGEO
Claim
Machine-readable merchant verification infrastructure for AI shopping agents an…
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| 62140 |
k8s AIops
Claim
Governed Kubernetes ops — 51 MCP tools with audit, budget, undo, risk-tier guar…
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| 62141 |
resend-email-mcp
Claim
The most complete Resend email MCP — full API coverage (75 tools) plus a unique…
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| 62142 |
Security Detections MCP
Claim
Enables querying and analysis of a unified database of security detection rules…
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| 62143 |
Fresh Jots
Claim
Read and write your Fresh Jots notes from Claude, Cursor, and any MCP client.
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| 62144 |
dbrain
Claim
Provides persistent, structured memory for AI assistants across multiple client…
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| 62145 |
sentry-mcp-server
Claim
MCP server for Sentry — error tracking, issues, releases, events, and projects …
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| 62146 |
mcp
Claim
AEO scoring, llms.txt audit, and agent-readiness checks for AI agents.
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| 62147 |
Fabler Relay
Claim
Human-in-the-loop request queue for autonomous agents: file requests for a huma…
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| 62148 |
cocos-mcp-v3-ui
Claim
An MCP server that lets Claude Code drive the Cocos Creator 3.8.x editor to bui…
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| 62149 |
Provides a standardized interface for interacting with Retell's tools and servi…
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| 62150 |
Apple Health MCP
Claim
Local-first MCP server that reads Apple Health export files (export.xml/zip) an…
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