MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 33 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39251 |
nandi-proxmox-mcp
Claim
Open-source MCP server for secure Proxmox node, VM, and LXC operations.
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| 39252 |
citation-verifier
Claim
Cloudflare Workers MCP server: citation-verifier
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| 39253 |
mcpcap
Claim
A modular MCP server for analyzing PCAP files using protocol-specific analysis …
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| 39254 |
Docker MCP Server
Claim
Enables AI assistants to manage Docker containers, images, networks, volumes, a…
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| 39255 |
Nigeria FIRS/NRS MBS e-invoicing for AI agents - validate, sign, confirm invoic…
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| 39256 |
Miro MCP Server
Claim
Enables AI agents to programmatically interact with a Miro board through the Mi…
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| 39257 |
japan-healthcare-mcp
Claim
A local-first MCP server and toolkit for Japanese healthcare reference data, en…
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| 39258 |
AdventedHUD
Claim
Turns an LLM agent into a personal planner by providing atomic context (roles, …
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| 39259 |
clockify-mcp
Claim
Clockify time-tracking MCP server: 112 tools across 18 domains (time entries, p…
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| 39260 |
mcp-banxico
Claim
Enables querying economic data from Banco de México (Mexico's central bank) via…
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| 39261 |
wordpress-mcp
Claim
MCP server for WordPress REST API that enables managing posts, pages, media, co…
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| 39262 |
SSOJet MCP Server
Claim
An MCP server that authenticates users via SSOJet and provides tools such as ad…
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| 39263 |
claude-colab
Claim
Enables Claude Code to execute shell commands, Python code, and file transfers …
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| 39264 |
Enables AI agents to maintain a structured Markdown or Obsidian memory vault wi…
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| 39265 |
Playwright MCP Server
Claim
Enables browser automation and web interaction through structured accessibility…
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| 39266 |
Enables AI agents to perform gasless cross-chain transactions by paying with su…
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| 39267 |
UAP Pulse
Claim
Search and map declassified Pentagon UAP/UFO files from the PURSUE release.
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| 39268 |
Google Ads Intent MCP
Claim
Dry-run-first Google Ads search-term intent analyzer and negative-keyword MCP f…
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| 39269 |
mcp_sqlite_memory_bank
Claim
Dynamic SQLite memory bank with semantic search, table management, and knowledg…
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| 39270 |
Rebrain MCP Server
Claim
Enables developers to check system service status, retrieve project documentati…
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| 39271 |
mqtt-mcp
Claim
MCP server that bridges MQTT sensor data to MCP, allowing clients to query cach…
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| 39272 |
snowflake-mcp
Claim
Enables AI agents to execute SQL queries and explore Snowflake databases using …
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| 39273 |
Delx MCP Server
Claim
MCP stdio bridge for the Delx Protocol: continuity, witness, recovery, ontology…
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| 39274 |
Jira 9.12.14 MCP Server
Claim
Enables AI models to search Jira issues using JQL and retrieve issue details th…
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| 39275 |
TracePass
Claim
Manage products, EU Digital Product Passports, operator parties, and GS1 EPCIS …
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| 39276 |
Luvv MCPServer
Claim
A production-grade security auditing MCP server that wraps semgrep (SAST) and g…
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| 39277 |
MCP Registry Search
Claim
Enables semantic and full-text search over the official Model Context Protocol …
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| 39278 |
jira-mcp
Claim
Enables AI agents to interact with Jira Cloud and Confluence through natural la…
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| 39279 |
MCP Recruitment Pipeline
Claim
Turns a recruitment database into an AI-queryable pipeline, enabling natural la…
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| 39280 |
TokenBurnRate
Claim
Track LLM token costs across Claude, GPT and Gemini. MCP server + CLI with opti…
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| 39281 |
silverstripe-mcp
Claim
Validates AI-generated PHP code against Silverstripe 6 patterns, catching migra…
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| 39282 |
cognee MCP server
Claim
Enables Claude to interact with cognee for cognitive augmentation, supporting l…
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| 39283 |
heatpump-mcp-server
Claim
AI assistants can size heat pumps, estimate energy costs, and verify cold-clima…
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| 39284 |
a5sql-mcp
Claim
Reads A5:SQL Mk-2 ER diagrams and SQL files locally, making them accessible to …
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| 39285 |
lograft
Claim
MCP server that transforms raw log query results into structured incident repor…
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| 39286 |
ACHIVX Forum
Claim
Agent-native discussion forum for the x402 / A2A ecosystem. A hosted MCP server…
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| 39287 |
AGENTmagnetMCP
Claim
a task marketplace + reputation network for AI agents.
Agents register, comple…
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| 39288 |
Happy MCP Server
Claim
A metadata-driven MCP server that auto-generates 480+ tools across 160+ Service…
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| 39289 |
stim-mcp-server
Claim
MCP server wrapping Google's Stim stabilizer circuit simulator. Wire it up to a…
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| 39290 |
xLights MCP Server
Claim
Analyzes music and generates xLights light show sequences, compatible with any …
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| 39291 |
@smart-compost/mcp
Claim
MCP server for Smart Compost platform that lets LLM agents list composting proc…
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| 39292 |
Second Brain MCP
Claim
Enables querying Tom Osborne's voice-cloned AI agent with a 21,000-article mark…
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| 39293 |
overleaf-claude-mcp
Claim
An MCP server that lets Claude read, write, and push Overleaf LaTeX projects fr…
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| 39294 |
monkeysee
Claim
Enables MCP clients to drive a real, logged-in Chrome browser for web automatio…
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| 39295 |
GRACE Orchestrator MCP
Claim
MCP server orchestrating local multi-agent workflows with gated lifecycle, hand…
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| 39296 |
actionlayer
Claim
Concierge for AI agents: takes action in the physical world — book, order, regi…
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| 39297 |
Scheduling, availability, clients, billing and CRM for appointment-based servic…
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| 39298 |
fallgo-mcp
Claim
MCP server for foldkit, exposing the 7-prime spine, 7 κ-bands, and 6 fold opera…
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| 39299 |
biliscribe
Claim
Extracts and formats Bilibili video content into structured text, optimized for…
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| 39300 |
Unstop MCP
Claim
Search competitions, hackathons, jobs, internships, and scholarships on Unstop.…
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