MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

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30006
Discovered
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24039
Scored
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1224
Verified
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16961
Complete
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Last updated 3 weeks, 2 days ago

Grade Distribution

Score Distribution

🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
26251
Demonstrates a complete MCP server implementation supporting both local Ollama …
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26252
CoreModels MCP Server provides 16 tools for AI agents to manage graph-based dat…
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26253
Schematica MCP Server provides 8 tools for AI agents to browse, search, and man…
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26254
Open-source terminal AI agent with 600+ tools, 35 specialist agents, and 20 pro…
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26255
Validates AutoCAD VRD (Roads and Utilities) drawings against graphic standards …
 — ○ ⏳ — N/A N/A — — —
26256
Enables AI assistants to automate sales prospecting by finding contacts by role…
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26257
Enables seamless Jira issue and sprint management directly from the terminal or…
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26258
Commerce-MCP Claim
Enables natural-language control of e-commerce operations including product man…
 — ○ ⏳ — N/A N/A — — —
26259
maxia-mcp Claim
AI-to-AI marketplace MCP server with 46 tools — swap 65+ crypto tokens on 7 cha…
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26260
Enables AI assistants to manage Cloudflare infrastructure including DNS records…
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26261
gsc-mcp-rs Claim
MCP server for Google Search Console. 21 tools for search analytics, keyword op…
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26262
Enables MCP-compatible AI clients to access the NeuronSearchLab recommendation …
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26263
Automates meeting logistics with tools for scheduling, availability checking, s…
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26264
A utility MCP server providing 10 specialized tools for newsletter content prep…
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26265
daedalus
A sandboxed MCP tool for reverse engineering with multiple tool integrations
 — ○ ⏳ — N/A N/A — — —
26266
Model Runner Claim
Provides a unified MCP interface for running completions, embeddings, image gen…
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26267
Builds valid Google Analytics 4 API requests from plain parameters with automat…
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26268
Swap API Claim
Free DEX aggregator API that returns executable swap calldata across 46 EVM cha…
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26269
Enables AI assistants to read Figma design files and automatically map responsi…
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26270
Fix your vibe coding prompts before they reach the AI. Scores and rewrites acro…
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26271
Lose It MCP Claim
Enables access to Lose It calorie tracking data including daily summaries with …
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26272
Enables secure local proofreading of Korean official documents (.hwpx/.hwp) usi…
 — ○ ⏳ — N/A N/A — — —
26273
Enables AI assistants to manage Instagram Business accounts by automating conte…
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26274
Provides full Descript integration for transcription, AI-powered editing, voice…
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26275
joonho-wowpocket
— ○ — N/A N/A — 95 —
26276
Enables AI assistants to download TikTok videos without watermarks, analyze cre…
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26277
@ilo.begashvili
browserbase ⚡ Claim
— ○ — N/A N/A — 95 —
26278
Enables AI agents to retrieve real-time weather conditions and forecasts via Op…
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26279
Enables natural language access to Zerodha trading accounts for retrieving port…
 — ○ ⏳ — N/A N/A — — —
26280
Connects Claude to Diversion version control API enabling repository management…
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26281
mcp-postgres Claim
Enables AI agents to execute SQL queries and introspect PostgreSQL schemas, tab…
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26282
kindle-mcp Claim
Transforms Kindle highlight exports into structured personal memory summaries s…
 — ○ ⏳ — N/A N/A — — —
26283
Connects Claude to Canvas LMS accounts, enabling natural language queries about…
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26284
Enables conversational control of Splitwise accounts through Claude AI, allowin…
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26285
Enables AI assistants to access and analyze intervals.icu training data includi…
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26286
Soulseek MCP Claim
Enables interaction with the Soulseek peer-to-peer file sharing network for sea…
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26287
Enables AI editors to install, monitor, and query Stockyard's collection of 150…
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26288
Enables AI-powered translation of YouTube videos into localized versions with s…
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26289
Free MCP server for real-time cryptocurrency data. Get token prices, market ove…
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26290
LocalSynapse Claim
Offline AI-powered local file search MCP server for Windows. Searches inside do…
 — ○ ⏳ — N/A N/A — — —
26291
Enables automated collection of apartment listing data from Naver Real Estate u…
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26292
mcp-mongo Claim
Enables AI agents to query and introspect MongoDB databases through find, aggre…
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26293
Enables AI-driven brand visibility monitoring and SEO project management via th…
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26294
Provides code-aware context compression by stripping comments, docstrings, and …
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26295
A privacy-first memory layer that pseudonymizes sensitive data locally before s…
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26296
WellPulse MCP is a privacy-first AI layer that transforms wellbeing data into r…
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26297
MIt9
MCP server for Silpo online supermarket: products, cart, delivery, recipes.
 — ○ — N/A N/A — 95 —
26298
jarvis-orb Claim
Persistent 4-tier AI memory (episodic, semantic, project, procedural) with temp…
 — ○ ⏳ — N/A N/A — — —
26299
MCPFlux Claim
AI image generation with 6 Flux models (flux-dev, flux-pro, flux-kontext) inclu…
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26300
MCPSuno Claim
Suno AI music generation with custom lyrics, song extension, cover/remix creati…
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Showing 26251–26300 of 30006 servers
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