MCP Server Quality Scores

Independent quality analysis of 69236 public MCP servers

69236
Discovered
→
33926
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
46251
AwardTravelFinder
Search award flight availability and points pricing across 27 airlines and 23 l…
— ○ ⏳ — — — — — —
46252
willy5xx
odoo_mcp Claim
Connects AI agents in Cursor to an Odoo instance, enabling natural language man…
— ○ ⏳ — N/A N/A — — —
46253
IAfanasov
PackZoo Claim
Compare parcel and letter delivery prices across 60+ carriers in 27 European co…
— ○ ⏳ — — — — — —
46254
Drahoxx
Execute Python code via subprocess with timeout and error handling, returning s…
— ○ ⏳ — N/A N/A — — —
46255
zjl13031-byte
prection Claim
— ○ ⏳ — N/A N/A — 95 —
46256
eduardosm123
canvas3d-mcp Claim
Enables AI agents to create, render, and validate 3D scenes, 2D art, and games …
— ○ ⏳ — N/A N/A — — —
46257
LIMITLESS-Cloud
Turns Notion task databases into an intelligent task management system with aut…
— ○ ⏳ — — — — — —
46258
faustovo2003-commits
Enables AI agents to maintain persistent, searchable two-layer memory with 37 t…
— ○ ⏳ — — — — — —
46259
ROCTUP
Integrates AI agents with 1C:Enterprise databases via MCP and REST API, support…
— ○ ⏳ — — — — — —
46260
victorbenazzi
Connects AI agents to the Ploomes CRM REST API, exposing 56 tools for managing …
— ○ ⏳ — — — — — —
46261
Gowindude
Connects Claude to the Canvas LMS REST API, enabling natural language queries a…
— ○ ⏳ — — — — 81 —
46262
sambrody62
An MCP server that enables AI assistants to manage ClickUp workspaces, tasks, c…
— ○ ⏳ — — — — — —
46263
meltingpixelsai
Tools: - scan_token - Scan a single token for rug pull risk, honeypot status,…
— ○ ⏳ — N/A N/A — 95 —
46264
TUNAKINGRWA
TunaPay Pay Claim
Your AI pays with a TunaPay prepaid card. You approve each payment in Telegram …
— ○ ⏳ — — — — — —
46265
jairodriguez
Inkstone Claim
Automatically extracts and indexes knowledge from AI sessions and files using l…
— ○ ⏳ — N/A N/A — — —
46266
subzeroid
hikerapi-mcp Claim
MCP server for HikerAPI — auto-generates 100+ Instagram tools (profiles, posts,…
— ○ ⏳ — — — — — —
46267
PaddyAlton
gotask-mcp Claim
An MCP server that enables AI agents to list and run tasks defined in Taskfile.…
— ○ ⏳ — N/A N/A — — —
46268
joangrcia
Enables AI assistants to trade on MetaTrader 5 using natural language, supporti…
— ○ ⏳ — — — — — —
46269
ixex
TubePilot Claim
Enables AI assistants to fetch and analyze YouTube data, including video info, …
— ○ ⏳ — — — — — —
46270
malkreide
An MCP server providing access to Swiss direct democracy data, covering all fed…
— ○ ⏳ — — — — — —
46271
ShyaM-SqS
Exposes GitHub repository actions (listing PRs/issues, creating issues, merging…
— ○ ⏳ — N/A N/A — 95 —
46272
th3w1zard1
KotorMCP Claim
MCP server for interacting with Knights of the Old Republic game installations,…
— ○ ⏳ — N/A N/A — — —
46273
echocharlie
Provides read-only access to Oura ring biometrics via the Oura API, enabling Cl…
— ○ ⏳ — — — — — —
46274
vkmtx
veil-mcp Claim
An agent-native shell as an MCP server, designed for LLM agents (like Claude Co…
— ○ ⏳ — N/A N/A — — —
46275
benseverndev-oss
devpilot Claim
Manages dev server lifecycles for AI coding agents, providing structured proces…
— ○ ⏳ — N/A N/A — — —
46276
solomonneas
reelgrep-mcp Claim
MCP server for reelgrep - browse and search your local video library from any M…
— ○ ⏳ — N/A N/A — — —
46277
branch42-labs
A production-ready NestJS backend template with built-in MCP server enabling AI…
— ○ ⏳ — — — — — —
46278
beeswaxpat
Verify a photo's capture time and provenance before an agent trusts it: cryptog…
— ○ ⏳ — — — — — —
46279
elsahafy
Comprehensive MCP server for end-to-end UI development, offering tools to gener…
— ○ ⏳ — N/A N/A — — —
46280
Stellar Memory Claim 1
Persistent AI memory using orbital mechanics. 100% local, zero API keys, MCP-na…
— ○ — N/A N/A — 61 —
46281
giorod3
web2md Claim
Converts web pages to Markdown with tiered fetching to minimize LLM context usa…
— ○ ⏳ — N/A N/A — — —
46282
b1krams
A local-first MCP server providing secure workspace file operations, offline fu…
— ○ ⏳ — N/A N/A — — —
46283
omaro7
A comprehensive MCP server for PowerPoint manipulation enabling users to create…
— ○ ⏳ — — — — — —
46284
andersschaffner
substack-mcp Claim
Enables searching, filtering, and exporting Substack blog posts via MCP tools, …
— ○ ⏳ — N/A N/A — — —
46285
mhue26
Enables reading Figma files via REST API and writing to the Figma canvas via a …
— ○ ⏳ — — — — — —
46286
mikhailkogan17
CyberMem Claim
Enables AI tools like Claude and Cursor to share persistent memory across sessi…
— ○ ⏳ — — — — — —
46287 — ○ ⏳ — N/A N/A — 95 —
46288
furkankoykiran
DevTo-MCP Claim
A production-ready MCP server for the DEV Community (Forem) API, enabling manag…
— ○ ⏳ — — — — — —
46289
ShikeChen01
Gives AI agents their own virtual display on Windows, enabling isolated clickin…
— ○ ⏳ — N/A N/A — — —
46290
Code-MeMX
Injects the Code-Me brand identity, tone, and visual guidelines into LLMs with …
— ○ ⏳ — N/A N/A — — —
46291
Halpph
Enables LLMs to access and analyze Italian statistical data from ISTAT via natu…
— ○ ⏳ — — — — — —
46292
tushariitr-19
patents-mcp Claim
MCP server for patent search and prior art discovery powered by Google Patents …
— ○ ⏳ — — — — — —
46293
carlosGalisteo
A Python MCP server that queries Spanish Cadastre services for non-protected ca…
— ○ ⏳ — — — — — —
46294
rezawr
A clean, modular Model Context Protocol server implementation for LangGraph doc…
— ○ ⏳ — — — — — —
46295
Adarsh152004
A persistent document management and research assistant powered by Groq, enabli…
— ○ ⏳ — N/A N/A — — —
46296
farukalpay
Retrieval-grounded prompt refinement engine that repairs and polishes prompts v…
— ○ ⏳ — N/A N/A — — —
46297
runapi-ai
MCP server for the InfiniteTalk model line, enabling audio-to-video task creati…
— ○ ⏳ — — — — — —
46298
umowork
umo-memory Claim
Persistent memory for AI coding agents that stores and recalls preferences, dec…
— ○ ⏳ — N/A N/A — — —
46299
skillselion
Search the Skillselion catalog of community-vetted Claude Code skills, MCP serv…
— ○ ⏳ — — — — — —
46300
OriShmila
A comprehensive MCP server that provides access to Alpha Vantage's financial da…
— ○ ⏳ — N/A N/A — — —
Showing 46251–46300 of 69236 servers
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