MCP Server Quality Scores
Independent quality analysis of 69261 public MCP servers
Last updated 4 hours, 40 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 45301 |
Award Travel Finder
Claim
Search award flight availability and points pricing across 27 airlines and 23 l…
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| 45302 |
python-runner
Claim
Execute Python code via subprocess with timeout and error handling, returning s…
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| 45303 |
odoo_mcp
Claim
Connects AI agents in Cursor to an Odoo instance, enabling natural language man…
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| 45304 |
Enables CRUD operations on notes stored in PostgreSQL, with tools to list, crea…
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| 45305 |
PackZoo
Claim
Compare parcel and letter delivery prices across 60+ carriers in 27 European co…
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| 45306 |
CC Trading Terminal
Claim
An MCP server that lets Claude Code (and other MCP clients) trade crypto, read …
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| 45307 |
mycase-mcp
Claim
Enables Claude to access and manage your law firm's MyCase account, including c…
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| 45308 |
mcp-meroshare
Claim
MCP server for MeroShare that enables managing IPO/FPO applications, portfolio,…
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| 45309 |
Provides geolocation, routing, and navigation tools including geocoding, place …
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| 45310 |
periscope-mcp
Claim
Website & web-app testing built for AI agents rather than raw browser bindings:…
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| 45311 |
mcp-plesk-dev-docs
Claim
An MCP server that indexes and retrieves Plesk documentation.
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| 45312 |
Seshat MCP Server
Claim
Enables querying 10,000 years of historical social-complexity data from the Ses…
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| 45313 |
Provides AI-powered Gmail tools for email analysis, summarization, drafting rep…
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| 45314 |
knocoph
Claim
Transforms TypeScript and JavaScript codebases into a persistent code knowledge…
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| 45315 |
Codex Memory MCP Server
Claim
Local stdio MCP server for long-term engineering memory, enabling Codex to stor…
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| 45316 |
gojira-mcp
Claim
Atlassian Cloud admin MCP server for project/scheme management, custom field ad…
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| 45317 |
aiops-mcp
Claim
A self-contained, security-first, EU-sovereign unified AI-operations MCP server…
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| 45318 |
mcp-typebot
Claim
Enables natural language management of Typebot bots: create, update, publish, l…
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| 45319 |
mcp-server-google-vision
Claim
Provides OCR capabilities to LLMs via Google Cloud Vision, enabling reading of …
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| 45320 |
PRIMS
Claim
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| 45321 |
Enables AI agents to discover, compare, and select the best AI models across mu…
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| 45322 |
catalog
Claim
Search 41,000+ agent skills, MCP servers, plugins & loops — real install counts…
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| 45323 |
Academic peer-review, research-gap finding, journal recommender, and article wr…
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| 45324 |
obsidian-mcp
Claim
Single-container MCP server for an Obsidian vault, providing 14 tools to manage…
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| 45325 |
beks
Claim
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| 45326 |
@kanopi/callrail-mcp
Claim
A Model Context Protocol (MCP) server for the CallRail API v3 that exposes call…
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| 45327 |
mcp-truth-check
Claim
truth is a deterministic fact-checker for the claims an AI coding agent makes a…
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| 45328 |
ENSP-MCP AI
Claim
Enables AI clients to manage Huawei eNSP simulated network devices, execute CLI…
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| 45329 |
MCP Conductor
Claim
Orchestrates multiple MCP servers through a Deno sandbox, reducing token usage …
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| 45330 |
Enables read-only interaction with App Store Connect via MCP tools, including l…
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| 45331 |
Ceph Analyzer MCP Server
Claim
Enables comprehensive analysis of the Ceph codebase via local repository tools …
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| 45332 |
foldkit-extension-mcp
Claim
Exposes foldkit's 7-prime spine, 7 κ-bands, and 6 fold operations as native too…
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| 45333 |
tavily-mcp
Claim
MCP server providing search, extract, map, and crawl tools powered by Tavily fo…
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| 45334 |
x402-commodity-mcp
Claim
An MCP server providing global soft-commodity data (cocoa, coffee, sugar, cotto…
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| 45335 |
PostEx MCP Server
Claim
Provides tools to interact with the PostEx Merchant API for order creation, tra…
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| 45336 |
parallelix-mcp
Claim
MCP server for the ParalleliX Compute API that lets you offload parallel infere…
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| 45337 |
stormscope
Claim
Provides real-time US weather data for AI assistants via MCP, including current…
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| 45338 |
Hands
Claim
A macOS computer-use MCP server that grants AI agents mouse, keyboard, and scre…
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| 45339 |
sqlite-mcp
Claim
Read-only SQLite access for AI agents in a single ~1 MB static binary. Query to…
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| 45340 |
gograph
Claim
An AST-aware structural repository graph engine and MCP server designed for AI …
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| 45341 |
ProfitPilot MCP Server
Claim
A multi-agent business intelligence server for E-commerce that leverages the QU…
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| 45342 |
Deterministic finance & safety APIs for AI agents: DCF, IRR, Greeks, risk. Free…
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| 45343 |
laravel-forge-mcp
Claim
Manages Laravel Forge servers, sites, deployments, SSL certificates, databases,…
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| 45344 |
Web Reader
Claim
Enables Claude and other LLMs to read and parse web content, with smart fallbac…
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| 45345 |
A remote MCP server deployed on Cloudflare Workers without authentication. Enab…
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| 45346 |
Pica MCP Server
Claim
MCP server that integrates with Pica to enable seamless interaction with 100+ t…
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| 45347 |
ServalSheets
Claim
Enables AI agents to interact with Google Sheets through 25 tools and 407 actio…
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| 45348 |
kagami
Claim
Deterministic prompt-injection detector; signed, offline-verifiable verdicts. N…
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| 45349 |
agent-mosaic-skill
Claim
Official BMBrick engine for converting local images into high-fidelity LEGO-sty…
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| 45350 |
MCP server for HubSpot CRM API integration. 14 tools for managing contacts,
c…
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