MCP Server Quality Scores

Independent quality analysis of 69313 public MCP servers

69313
Discovered
→
33947
Scored
→
2112
Verified
→
16953
Complete

Last updated 6 hours, 58 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43551
nubo-db
Dynoxide Claim
A DynamoDB-compatible database engine (Rust, SQLite-backed) whose MCP server ex…
— ○ ⏳ — — — — — —
43552
calebe
Bardo Claim
An identity & continuity platform for AI agents.
— ○ ⏳ — — — — — —
43553
srotzin
MCP server for Hive Prior patent priority timestamping, enabling content disclo…
— ○ ⏳ — — — — — —
43554
charonferries
mnemosyne Claim
Knowledge commons where AI agents share lessons - failures first-class - and le…
— ○ ⏳ — — — — — —
43555
Creed-Space
vcp-mcp Claim
Value Context Protocol tools: VCP/I tokens, CSM1 codes, VCP-Lite, and context e…
— ○ ⏳ — N/A N/A — — —
43556
dklymentiev
mesh-memory Claim
Self-hosted semantic memory for AI agents. Save worklogs, decisions, and notes …
— ○ ⏳ — — — — — —
43557
razvannicolae
Provides AI assistants with real-time access to nutrition data from USDA FoodDa…
— ○ ⏳ — N/A N/A — — —
43558
neilswhite
A basic example MCP server demonstrating serverless deployment using Netlify Fu…
— ○ ⏳ — — — — 81 —
43559
yahiaklk
kothar Claim
Context-aware MCP server advisor. Tells you what to install for your specific p…
— ○ ⏳ — N/A N/A — — —
43560
SiliconAnalysts
Semiconductor data: AI accelerator costs, HBM, wafer pricing, packaging, chip c…
— ○ ⏳ — — — — — —
43561
DoomsdayxProductions
Reaper MCP Claim
Provides AI-powered undetectable browser automation for data harvesting, bypass…
— ○ ⏳ — N/A N/A — — —
43562
yuchi-chang
obsidian-mcp Claim
Wraps the Obsidian CLI to allow LLM agents to read/write notes, search, manage …
— ○ ⏳ — N/A N/A — — —
43563
Neige-Neige
A generic MCP memory service that provides AI clients with long-term memory cap…
— ○ ⏳ — — — — — —
43564
hanzochang
Enables users to generate color palettes (complementary, analogous, triadic, et…
— ○ ⏳ — N/A N/A — — —
43565
ximenchuifeng
Enables Codex to delegate implementation tasks to Kimi Code while managing serv…
— ○ ⏳ — N/A N/A — — —
43566
mcp Claim 1
Talk to your Oden AI todo and calendar account from Claude Code, Cursor, or any…
— ○ — N/A N/A — 69 —
43567
angrysky56
Enables creating, manipulating, and managing Mermaid diagrams with automatic sa…
— ○ ⏳ — N/A N/A — — —
43568
AyoubTadlaoui
npmguard Claim
Pre-install risk gate for npm packages. Stops AI coding agents from running mal…
— ○ ⏳ — N/A N/A — — —
43569
sandraschi
nuki-mcp Claim
MCP server for controlling Nuki Smart Locks via Home Assistant, enabling lock/u…
— ○ ⏳ — — — — — —
43570
toykam
Provides five utility tools: weather information, calculator, currency converte…
— ○ ⏳ — N/A N/A — — —
43571
zvmzaretsky
Real 3D-print slicing, quoting, DFM, orientation & material/settings advisors. …
— ○ ⏳ — — — — — —
43572
dkasaj
Enables AI assistants to control the Tubist macOS menu bar player to play YouTu…
— ○ ⏳ — N/A N/A — — —
43573
wayanvota
A Python FastMCP server that re-exposes Kindora's public funder and grant tools…
— ○ ⏳ — — — — 81 —
43574
apify
actors-mcp-server ⚡ Claim
Use 3,000+ pre-built cloud tools, known as Actors, to extract data from website…
— ○ ⏳ — — — — 86 —
43575
jakubfrieb
Enables AI assistants to interact with Joplin notes and notebooks, including se…
— ○ ⏳ — N/A N/A — — —
43576
cyanheads
Fetch METARs, TAFs, PIREPs, and SIGMETs/AIRMETs from the NWS Aviation Weather C…
— ○ ⏳ — — — — — —
43577
tosssssy
Structures debugging processes into a persistent knowledge graph, enabling prob…
— ○ ⏳ — N/A N/A — — —
43578
baller-coder
Federated MCP server that joins relational metadata (MySQL) with timeseries val…
— ○ ⏳ — — — — — —
43579
dubnium0
ffmpeg-mcp Claim
Enables comprehensive video/audio processing, analysis, and streaming via natur…
— ○ ⏳ — N/A N/A — — —
43580
thijs-hakkenberg
An MCP server for managing Domain-Driven Design models using Context Mapper's C…
— ○ ⏳ — N/A N/A — — —
43581
chainraydev-no4p
ChainRay Claim
The most complete blockchain data and intelligence service for AI agents. 78 to…
— ○ ⏳ — — — — 81 —
43582
valentin-harrang
MCP server to automate Pull Request creation with AI. Analyzes Git branches, ge…
— ○ ⏳ — N/A N/A — — —
43583
vtemian
Enables AI video generation from text prompts, status monitoring, and video man…
— ○ ⏳ — N/A N/A — — —
43584
mayur200904
Enables reading, searching, composing, and managing Yahoo Mail emails via IMAP …
— ○ ⏳ — — — — — —
43585
rahulgh033
MCP server for querying employee data via tools like get_employees and get_empl…
— ○ ⏳ — — — — — —
43586
Hesccc
Enables AI models to safely execute pre-defined Linux shell commands with a whi…
— ○ ⏳ — N/A N/A — — —
43587
dcaicedo
mimoe-agent Claim
MCP server for the mimOE AI Agent, enabling on-device tools like device discove…
— ○ ⏳ — N/A N/A — — —
43588
DaveFan-NCHC
Provides aerodynamic analysis tools through MCP, enabling geometry generation, …
— ○ ⏳ — — — — — —
43589
coachleo
Coach Leo is an AI running coach that syncs your real training data from Strava…
— ○ ⏳ — — — — 81 —
43590
AINative-Studio
Persistent cross-session memory for OpenCode and MCP coding agents, powered by …
— ○ ⏳ — N/A N/A — — —
43591
svensxl
weather Claim 1
An MCP server for weather information.
— ○ ⏳ — N/A N/A — 95 —
43592
Cross-platform ad spend, attribution, true ROAS, budget, and anomaly intelligen…
— ○ — N/A N/A — 81 —
43593
erbiantoo
A production-oriented, read-only MCP server for secure ELK stack analysis, comp…
— ○ ⏳ — — — — 81 —
43594
Crawlora-org
crawlora-mcp Claim
Hosted MCP for structured public web data — 319 tools across search, maps, comm…
— ○ ⏳ — — — — — —
43595
OpenInterpretability
MCP server for mechanistic interpretability research, enabling agents to drive …
— ○ ⏳ — N/A N/A — — —
43596
felix-thinkingdata
flomo-mcp Claim
A simple notes MCP server with resource access, note creation tool, and summary…
— ○ ⏳ — N/A N/A — — —
43597
marox-cyber
Enables AI agents to store and retrieve memories using the Sibyl memory system,…
— ○ ⏳ — — — — — —
43598
devsrodrigo
iOS dopamine detox app with social media blocking and screen time tools.
— ○ ⏳ — — — — — —
43599
arunksingh16
A FastMCP server that provides AI assistants with access to Microsoft Entra (Az…
— ○ ⏳ — — — — — —
43600
kms9
GGB Web MCP Claim
A Model Context Protocol server that enables AI to interact with GeoGebra for m…
— ○ ⏳ — N/A N/A — — —
Showing 43551–43600 of 69313 servers
« Prev 1 … 870 871 872 873 874 … 1387 Next »