MCP Server Quality Scores

Independent quality analysis of 69313 public MCP servers

69313
Discovered
→
33947
Scored
→
2112
Verified
→
16953
Complete

Last updated 6 hours, 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43651
mezotv
Enables AI agents to upload temporary public review artifacts (screenshots, scr…
— ○ ⏳ — — — — — —
43652
acato
ebay-mcp Claim
MCP server for eBay buyer-side workflows enabling search, watch, bid, buy, and …
— ○ ⏳ — — — — — —
43653
Aradotso
OpenAra Claim
An open-source local MCP server for macOS that provides desktop control tools (…
— ○ ⏳ — N/A N/A — — —
43654
ThinkInAI-Hackathon
Enables large language models to directly access and search content in ZIM file…
— ○ ⏳ — N/A N/A — — —
43655
seritalien
Verifiable Memory for AI Agents — knowledge graph, FTS, Starknet proofs, local …
— ○ ⏳ — N/A N/A — 75 —
43656
SiftingIO
Exposes the SiftingIO market-data SDK to AI assistants, enabling live prices, f…
— ○ ⏳ — — — — — —
43657
coservices-ee
mcp Claim
European road freight and moving prices: quotes, dated price index, glossary, o…
— ○ ⏳ — — — — — —
43658
JensS
Enables AI assistants to manage film equipment inventory, clients, rental sessi…
— ○ ⏳ — — — — — —
43659
laxmimerit
An MCP server that enables saving, retrieving, and managing research content us…
— ○ ⏳ — N/A N/A — — —
43660
Gridness
godot-mcp Claim
MCP server for Godot editor automation.
— ○ ⏳ — N/A N/A — — —
43661
HasanJahidul
Semantic git queries beyond `git log`: who-touched (blame grouped by author wit…
— ○ ⏳ — N/A N/A — — —
43662
YOUR_GITHUB_USERNAME
Finance research agent for thesis, trade note, and market-state review.
— ○ ⏳ — — — — — —
43663
Kajdep
Read-only MCP server and JSON API for international country calling codes, ISO …
— ○ ⏳ — — — — — —
43664
thundersoft-td
MCP server integrating VolcEngine for automatic speech recognition (ASR) and te…
— ○ ⏳ — — — — — —
43665
jordanaftermidnight
Enables AI-powered multi-provider routing and chat through an MCP interface, wi…
— ○ ⏳ — — — — — —
43666
oee-mcp Claim 1
Overall Equipment Effectiveness tools for AI agents: factors, waterfall, six lo…
— ○ — N/A N/A — 81 —
43667
untitledfinancial
dpx-mcp Claim
Settlement protocol MCP server for institutional cross-border USDC transactions…
— ○ ⏳ — — — — — —
43668
solapi
Enables searching SOLAPI documentation and examples, and sending/managing SMS, …
— ○ ⏳ — — — — — —
43669
ignitabull18
Enables interaction with Google's NotebookLM through natural language, allowing…
— ○ ⏳ — N/A N/A — 95 —
43670
namearth5005
Manage Apple Reminders with natural language from any MCP client; supports addi…
— ○ ⏳ — N/A N/A — — —
43671
dreamiurg
Enables AI assistants to search and browse mountaineers.org for activities, cou…
— ○ ⏳ — N/A N/A — — —
43672
markswendsen-code
MCP server connector for YouTube — search videos, manage playlists, subscriptio…
— ○ ⏳ — N/A N/A — — —
43673
krishnabhat
An MCP server that lets you log meals through Claude (and soon ChatGPT) in plai…
— ○ ⏳ — N/A N/A — 95 —
43674 — ○ ⏳ — N/A N/A — 95 —
43675
ghidav
Enables searching and retrieving Wikipedia content across multiple languages, i…
— ○ ⏳ — — — — — —
43676
furkankoykiran
TypeScript MCP server for CoderLegion — connect AI agents (Claude, Cursor, Clin…
— ○ ⏳ — — — — — —
43677
thClaws
thClaws Claim
Open-source AI agent harness in native Rust — GUI, CLI, headless, and webapp fr…
— ○ ⏳ — N/A N/A — — —
43678
Jott2121
agent-gate Claim
Fail-closed quality gate and hash-chained receipt ledger for AI agent workflows.
— ○ ⏳ — N/A N/A — — —
43679
sandraschi
A Windows computer use agent — FastMCP server that gives AI assistants hands on…
— ○ ⏳ — N/A N/A — — —
43680
ForLegalAI
Let your AI assistant create professional Office documents — PowerPoint, Word, …
— ○ ⏳ — — — — — —
43681
gcsebas99
Provides AI coding assistants with on-demand access to component specs, test sc…
— ○ ⏳ — N/A N/A — — —
43682
adler0311
Research SEC filings by ticker or CIK to get company details, recent forms, and…
— ○ ⏳ — N/A N/A — 95 —
43683
xentristech
Read-only MCP server exposing MetaTrader 5 account and market data alongside Tw…
— ○ ⏳ — N/A N/A — — —
43684
asoc-trust
Provides agent certification and trust verification tools for AI agents, enabli…
— ○ ⏳ — — — — 81 —
43685
sj7trunks
Provides AI assistants with reliable reminders, persistent memory, task trackin…
— ○ ⏳ — — — — — —
43686
CameronFoxly
Enables AI assistants to create, animate, and export ASCII art using natural la…
— ○ ⏳ — N/A N/A — — —
43687
yingcaihuang
Enables AI assistants to manage Racore Cloud CDN accelerated domains, including…
— ○ ⏳ — N/A N/A — — —
43688
Akshay1018
Enforces code quality, security, and architectural integrity by auditing, refac…
— ○ ⏳ — N/A N/A — — —
43689
paladinfi
**PaladinFi Swap** is a competitive multi-aggregator swap router for AI agents …
— ○ ⏳ — — — — 81 —
43690
Tairon-ai
Enables interaction with the Monad Testnet blockchain, including reading block …
— ○ ⏳ — — — — — —
43691
agenciabakucl-coder
UsageWall Claim
Live LLM pricing as an MCP server. Ask Claude or any MCP client 'how much does …
— ○ ⏳ — — — — — —
43692
b4zs
MCP server for Redmine that enables interaction with issues, wiki pages, and ti…
— ○ ⏳ — — — — — —
43693
hir4ta
Persists Claude Code sessions to Notion as team memory, enabling queryable reca…
— ○ ⏳ — — — — — —
43694
shayanline
msloop-mcp Claim
MCP server that provides read access to Microsoft Loop workspaces and pages by …
— ○ ⏳ — N/A N/A — — —
43695
zhiweio
tech-icons Claim
MCP server exposing 3100+ cloud technology icons (AWS, Azure, GCP, Microsoft, C…
— ○ ⏳ — N/A N/A — — —
43696
melihguven98
Enables interaction with the PeopleBox Applicant Tracking System (ATS) to manag…
— ○ ⏳ — — — — 81 —
43697
SMABoundless
crossref Claim
Search and retrieve scholarly metadata from the Crossref REST API
— ○ ⏳ — N/A N/A — — —
43698
GabsPereiraDev
mcp-supabase Claim
Enables interaction with Supabase databases, including listing tables, querying…
— ○ ⏳ — N/A N/A — — —
43699
Wally-Ahmed
Unofficial MCP server that provides GPT subagent tools using a ChatGPT subscrip…
— ○ ⏳ — N/A N/A — — —
43700
emercoin
Keyless MCP exchanger for AI agents — pay an exact amount to one deposit addres…
— ○ ⏳ — — — — — —
Showing 43651–43700 of 69313 servers
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