MCP Server Quality Scores
Independent quality analysis of 45732 public MCP servers
Last updated 2 hours, 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 45501 |
codex-mcp-server
Claim
Wraps OpenAI Codex CLI as an MCP server, exposing 8 Codex tools (exec, review, …
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| 45502 |
AI code review for your AI assistant — review local changes, branch diffs, and …
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| 45503 |
Geotab ACE MCP Server
Claim
Enables Claude to ask questions about your fleet data via the Geotab ACE AI ser…
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| 45504 |
MCP server for AGDEL. Agents can create, buy, deliver, reveal, and settle signa…
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| 45505 |
Whoop MCP Server
Claim
A secure server that allows Claude Desktop application to access and process Wh…
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| 45506 |
Binance MCP Server
Claim
Provides Binance futures market data, trading capabilities, and technical indic…
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| 45507 |
OSINT MCP Server
Claim
A unified Open Source Intelligence toolkit that integrates data sources like Ce…
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| 45508 |
digeguigui
Claim
Global reptile & exotic pet knowledge base. 633 species, AI identification, gen…
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| 45509 |
Full-Stack MCP Server
Claim
Provides 8 specialized AI agents (Frontend, Backend, Database, API, DevOps, Tes…
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| 45510 |
A Model Context Protocol server that enables AI assistants to fetch Reddit cont…
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| 45511 |
outline-mcp-server
Claim
Integrates Outline Wiki with AI assistants like Claude Desktop, enabling search…
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| 45512 |
Sloneek MCP Server
Claim
Integrate seamlessly with the Sloneek API to manage users, absences, and person…
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| 45513 |
Paper Access MCP
Claim
Local MCP server that enables downloading papers from arXiv, OpenReview, INFORM…
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| 45514 |
ember-cli-mcp
Claim
Enables MCP clients like Claude Code to execute Ember CLI commands directly in …
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| 45515 |
glowing-memory
Claim
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| 45516 |
Integrate your applications with real-world data and tools seamlessly. Access f…
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| 45517 |
refua-mcp
Claim
MCP server for biological protein design, folding, and affinity prediction usin…
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| 45518 |
linux-admin-mcp-server
Claim
Linux system administration via AI agents — MCP server for managing services, p…
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| 45519 |
claude-presence
Claim
Minimal MCP server for inter-session coordination between parallel Claude Code …
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| 45520 |
vincikit
Claim
AI stack configurator with conversational interviews and intelligent recommenda…
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| 45521 |
Balladic
Claim
Work data synthesizer and project tracking platform seeking to close the gap be…
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| 45522 |
Search the Wayback Machine and IA library (40M+ items), fetch snapshots, item m…
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| 45523 |
VRChat MCP
Claim
MCP server for VRChat friends, worlds, groups, events, notifications, and VRCX …
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| 45524 |
Thordata MCP Server
Claim
Enables AI models to scrape and extract data from any website globally using Th…
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| 45525 |
Federated Directory MCP
Claim
Enables contact searches within the Federated Directory system by name or email…
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| 45526 |
MCP server for Apache Kafka and Timeplus. Able to list Kafka topics, poll Kafka…
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| 45527 |
@alog-world/mcp
Claim
MCP server for Alog, an AI × Human blog platform. Enables AI agents to post log…
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| 45528 |
MCP Apple Notes
Claim
Enables AI assistants like Claude to search and reference your Apple Notes usin…
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| 45529 |
MCP server for data engineering: validation, transformation, visualization, and…
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| 45530 |
Graphiti MCP Pro
Claim
Enhanced memory repository MCP service that enables building and querying tempo…
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| 45531 |
shikamaru
Claim
Provably correct ISDA day-count and accrued-interest calculations, verified aga…
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| 45532 |
Võro MCP Server
Claim
An MCP server for working with the Võro language: local dictionary and corpus l…
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| 45533 |
mcp-themeparks
Claim
Enables access to live theme park wait times, schedules, and attraction data fr…
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| 45534 |
Query Airbrake errors, notices, deploys, and project stats from MCP clients
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| 45535 |
SQL Preview
Claim
Run governed SQL queries and inspect database schemas from MCP agents.
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| 45536 |
Adspirer
Claim
Run Google, Meta, and TikTok ads directly from ChatGPT and Claude. Create campa…
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| 45537 |
pipedrive-mcp
Claim
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| 45538 |
zai
Claim
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| 45539 |
taxlocus
Claim
US sales tax for AI agents: rates, economic nexus, taxability, filing. Citation…
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| 45540 |
Fpl Universal MCP Server
Claim
Provides a standardized interface for interacting with Fpl's tools and services…
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| 45541 |
Decixa MCP Server — intent-driven API discovery and selection for AI agents.
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| 45542 |
Yggdrasil MCP
Claim
A reasoning orchestration MCP server that enables tree-of-thoughts thinking, mu…
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| 45543 |
MCP-Trust-Kit
Claim
Deterministic CI scanner and surface-risk scoring for MCP (Model Context Protoc…
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| 45544 |
yfinance-mcp-ai
Claim
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| 45545 |
is-real-biz
Claim
Verify business legitimacy by domain or name in <2s. Trust score, verdict, evid…
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| 45546 |
mcp-lint
Claim
Lint MCP tool schemas for cross-client compatibility and agent preflight safety.
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| 45547 |
easy-code-reader
Claim
An MCP server for intelligently reading Java source code, supporting extraction…
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| 45548 |
swarmpay
Claim
Payment layer for AI agents. Send USDC, manage escrows on Base blockchain.
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| 45549 |
personalinsights-feed
Claim
AI-classified tech/investor news feed with editorial verdicts, entities, and th…
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| 45550 |
zotero-cli-cc
Claim
MCP server that exposes 45 tools for Zotero reference management, enabling AI a…
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