MCP Server Quality Scores
Independent quality analysis of 69199 public MCP servers
Last updated 2 hours, 23 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 49851 |
Provides Claude with SQL access to Hevy workout history and personal training c…
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| 49852 |
apollo-io-mcp
Claim
MCP server for Apollo.io B2B database enabling people and company search, enric…
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| 49853 |
Apple Ads MCP
Claim
MCP server exposing the full Apple Ads (Search Ads) Campaign Management API v5 …
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| 49854 |
Summarizes Slack activity and GitLab merge requests with OpenAI to help generat…
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| 49855 |
Sarvam-MCP
Claim
A lightweight MCP server empowering LLM clients with Indic language processing:…
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| 49856 |
matrixscroll
Claim
A trust-first repository copilot to audit signed commit provenance, preview edi…
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| 49857 |
Moodle-MCP
Claim
Enables retrieval of upcoming events from Moodle LMS via the Model Context Prot…
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| 49858 |
vocab-voyage-mcp
Claim
20 MCP tools + 17 widgets for SAT/ISEE/SSAT/GRE/GMAT/LSAT prep. Flashcards, qui…
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| 49859 |
RHOAI Observability MCP
Claim
Provides AI assistants with direct access to Red Hat OpenShift AI observability…
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| 49860 |
powerlab
Claim
Turn a PowerLab homelab/enterprise host into a structured, agent-driven surface…
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| 49861 |
llamacpp-mcp
Claim
An MCP server for running local LLMs using llama-cpp-python, with built-in tool…
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| 49862 |
Paid APIs and tokenized shares for agents. Prepaid funding, including authorize…
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| 49863 |
ltm
Claim
Portable memory protocol for AI coding sessions. Push the state of a session (g…
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| 49864 |
AV-MCP Automator
Claim
Middleware that uses Model Context Protocol and generative AI to automatically …
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| 49865 |
Hostbeam
Claim
Lets a coding agent read the screenshots you beam to its server with Hostbeam.
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| 49866 |
graphlens-mcp
Claim
Semantic code graph MCP server for coding agents
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| 49867 |
mirofish-mcp-server
Claim
MCP server that connects AI clients to a local MiroFish instance for document-d…
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| 49868 |
Gotify RMCP
Claim
Rust MCP server and CLI for Gotify push notifications and message management.
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| 49869 |
mcp-data-piercecounty
Claim
Enables searching and querying Pierce County Open Data datasets via Socrata API…
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| 49870 |
Android mobile automation with uiautomator2. AI bot for taps, swipes, apps, XPa…
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| 49871 |
ohmyperf
Claim
Real-machine, real-browser web perf measurement with ~99% iframe coverage. LLM-…
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| 49872 |
Provides validated clinical scoring tools for AI agents via MCP, with evidence-…
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| 49873 |
China A-share filings: why a number moved, does the trend continue, who supplie…
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| 49874 |
Godot Docs MCP
Claim
Enables searching and retrieving Godot documentation pages using fuzzy search, …
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| 49875 |
sendpookie
Claim
Create and send cinematic digital gifts for birthdays and anniversaries via Cla…
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| 49876 |
Whiteboard Animation
Claim
Turn any picture into a hand-drawn whiteboard animation video, from your AI ass…
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| 49877 |
aimarket-plugins
Claim
AIMarket Hub plugin that packages AIMarket capabilities as self-hosted MCP serv…
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| 49878 |
bitvavo-mcp
Claim
Exposes a Bitvavo crypto exchange account as read-only tools for Claude, allowi…
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| 49879 |
Exposes CAD design tools (box, cylinder, shell, etc.) via MCP, allowing AI agen…
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| 49880 |
windsock
Claim
Aircraft valuations, registry lookup, cost of ownership, market metrics, report…
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| 49881 |
TurboQuant Tools
Claim
MCP server for compressing AI embeddings by 5-7x using TurboQuant (PolarQuant +…
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| 49882 |
Binary Banya
Claim
An MCP server offering 'treatments' for AI agents like context cleaning, critiq…
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| 49883 |
gitbook-mcp
Claim
MCP server that exposes 39 tools for GitBook API automation, enabling AI agents…
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| 49884 |
context-index-mcp
Claim
A lightweight MCP server that maps keywords to file paths instantly using a JSO…
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| 49885 |
JobScannerMCP
Claim
Exposes job-posting scanner tools (search, company health, fit scoring, dry-run…
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| 49886 |
Generates sound effects from text descriptions using ElevenLabs API and saves t…
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| 49887 |
sanctionwise
Claim
Screens names against the official UK FCDO Sanctions List to identify possible …
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| 49888 |
connorgallic
Claim
Query Connor Gallic's profile, products (KaiCalls, Kai CMO, Build with Kai), an…
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| 49889 |
ad-copy-ai-mcp
Claim
ad-copy-ai-mcp MCP server by MEOK AI Labs
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| 49890 |
skillsmp-mcp-lite
Claim
A lightweight MCP server that enables AI assistants to search and read skills f…
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| 49891 |
tailscale-blade-mcp
Claim
Enables AI agents to securely interact with Tailscale tailnets for device inven…
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| 49892 |
arrstack-mcp
Claim
An MCP server that gives AI assistants control over your Sonarr, Radarr, Prowla…
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| 49893 |
mcp-datetime
Claim
Provides current date and time in various formats including standard, Japanese,…
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| 49894 |
Agnes Image MCP Server
Claim
Enables text-to-image generation using Agnes Image 2.1 Flash via OpenAI-compati…
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| 49895 |
convey
Claim
Enables designing, modifying, and bug reporting in web apps, sending changes to…
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| 49896 |
MCP Memory Service
Claim
Provides intelligent, persistent memory for AI assistants with semantic search,…
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| 49897 |
@ktmcp/betfair
Claim
MCP server for Betfair Exchange Streaming API, providing real-time streamed upd…
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| 49898 |
github-changelog-mcp
Claim
Turns raw GitHub commit history into a categorized, human-readable changelog di…
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| 49899 |
polymarket-mcp
Claim
AI-agent ready FastMCP server for Polymarket market discovery, wallet analytics…
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| 49900 |
Everything MCP Server
Claim
A test server that exercises all MCP protocol features including prompts, tools…
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