MCP Server Quality Scores

Independent quality analysis of 68965 public MCP servers

68965
Discovered
→
33703
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
67201
zymsj8j9z9-ship-it
Converts PDF, DOCX, PPTX, XLSX, CSV, and JSON into clean, compact, AI-ready Mar…
— ○ ⏳ — — — — — —
67202
yangtaihong59
Enables AI agents to safely read, search, edit, and organize SiYuan notes, with…
— ○ ⏳ — N/A N/A — — —
67203
affix
MCP server for GNOME Evolution that enables calendar and email operations such …
— ○ ⏳ — N/A N/A — — —
67204
19miha99
A comprehensive MCP server that gives AI assistants full control over your desk…
— ○ ⏳ — N/A N/A — — —
67205
ApentengJoseph
Provides structured tools for risk classification, SBAR generation, completenes…
— ○ ⏳ — N/A N/A — — —
67206
elchanio-76
MCP server that provides tools for automating AWS Pricing Calculator estimate g…
— ○ ⏳ — — — — — —
67207
Deep-Insight-Labs
MCP server for TuringWell, the agent-native Q&A platform for executable, verifi…
— ○ ⏳ — N/A N/A — — —
67208
Cloto-dev
CPersona Claim
Persistent AI memory in one SQLite file: 3-layer hybrid search, confidence scor…
— ○ ⏳ — N/A N/A — — —
67209
0xheycat
pursr-mcp Claim
Enables AI assistants to capture screenshots, run visual diffs, accessibility a…
— ○ ⏳ — N/A N/A — — —
67210
happycastle114
An MCP server that enables natural language control of Steinberg Dorico music n…
— ○ ⏳ — N/A N/A — — —
67211
Mervecaliskann
A simple MCP server that provides repository information (list repos, get repo …
— ○ ⏳ — — — — — —
67212
ptodavat10-debug
Enables real-time compliance checking of industrial water and air emissions aga…
— ○ ⏳ — N/A N/A — — —
67213
Ale007XD
nano-vm-mcp Claim
Governed agent execution gateway for LLM workflows, providing deterministic FSM…
— ○ ⏳ — — — — — —
67214
LucasAllmaBI
Allows programmatic management of a Dify instance, including listing and creati…
— ○ ⏳ — — — — — —
67215
xalantis-hub
Enables managing support tickets from Claude, Cursor, and other AI tools, inclu…
— ○ ⏳ — N/A N/A — — —
67216
khromov
Loads entire codebase into LLM context for AI-assisted code understanding and e…
— ○ ⏳ — N/A N/A — — —
67217
grandgaev
kwork-mcp Claim
Enables AI-powered management of Kwork.ru freelance tasks, including orders, me…
— ○ ⏳ — N/A N/A — — —
67218
Headdao
MCP (Model Context Protocol) Server for the SlideMaster Public API. This server…
— ○ ⏳ — — — — — —
67219
SzeMeng76
A comprehensive MCP server that provides seamless access to Yahoo Finance stock…
— ○ ⏳ — — — — — —
67220
krishsharma1008
Healix Claim
End-to-end AI test generation and QA automation server that orchestrates auto-d…
— ○ ⏳ — N/A N/A — — —
67221
Ragazzoforte
Enables Claude to read, send, and manage emails via IMAP/SMTP for Strato mail a…
— ○ ⏳ — — — — — —
67222
martinsmitcom
AI laws from 110+ countries, enforcement actions and a 3,900-term glossary. Fre…
— ○ ⏳ — — — — — —
67223
rikachu225
An MCP server implementation that enables searching and retrieving research art…
— ○ ⏳ — — — — 81 —
67224
RonenTanchum
Mission MCP is a Trust Graduation gate for AI agents, with visible approval cer…
— ○ ⏳ — N/A N/A — — —
67225
oopsoplm
Enables LLM agents to automate red teaming operations with the AdaptixC2 framew…
— ○ ⏳ — — — — — —
67226
bandham-manikanta
Enables semantic search over an OpenAPI catalog to find and recommend API endpo…
— ○ ⏳ — N/A N/A — — —
67227
NatLabRockies
Enables natural language interaction with OpenStudio building energy simulation…
— ○ ⏳ — — — — — —
67228
fjacquet
MCP server for semantic search in an Obsidian Second Brain vault using self-hos…
— ○ ⏳ — N/A N/A — — —
67229
jusi-aalto
MCP server for generating Scopus ISSN boolean queries based on journal rankings…
— ○ ⏳ — N/A N/A — — —
67230
itjung-source
MCP server for Thai SET/MAI stock data via Yahoo Finance API, enabling stock sc…
— ○ ⏳ — N/A N/A — — —
67231
matthewwilliams949-ops
nakodo Claim
Warm introductions to the right builder, matched privately on your work. Double…
— ○ ⏳ — N/A N/A — — —
67232
MCP server for Ordali memory: SQLite-backed project memory and governance trace…
— ○ — N/A N/A — 81 —
67233
pipeworx-io
travel-feeds Claim
Enables querying curated travel feeds and fetching any RSS/Atom/RDF feed by URL…
— ○ ⏳ — — — — — —
67234
vinnyho
memory-mcp Claim
A persistent, conflict-aware memory MCP server for AI coding assistants (Cursor…
— ○ ⏳ — N/A N/A — — —
67235 — ○ ⏳ — N/A N/A — 95 —
67236
runapi-ai
runway-mcp Claim
Enables creating and managing Runway video generation tasks (text-to-video, vid…
— ○ ⏳ — — — — — —
67237
dokdosolutions-us
lucky Claim
🍀✨ MCP server for Clover POS — restaurant operations, inventory, orders, analyt…
— ○ ⏳ — N/A N/A — — —
67238
QalaLabs
MCP server for daily payment reconciliation between Razorpay and Odoo, with Wha…
— ○ ⏳ — — — — — —
67239
dhtim135
A lightweight MCP server for personal Microsoft Outlook/Hotmail accounts, enabl…
— ○ ⏳ — N/A N/A — — —
67240
NicolasAEV
Multi-stack scaffolding engine for generating production-ready module structure…
— ○ ⏳ — N/A N/A — — —
67241
GarphenGate
moltline-mcp Claim
Bridge to Moltline Studio's hosted MCP servers: code review, agent governance, …
— ○ ⏳ — — — — — —
67242
joaomj
A deep web search MCP server using LinkUp API that provides a deep_search tool …
— ○ ⏳ — — — — — —
67243
marlondivino
Refines development prompts and stores semantic memory to save tokens in comple…
— ○ ⏳ — — — — — —
67244
eGain
Enables AI clients to interact with eGain Knowledge, supporting portal browsing…
— ○ ⏳ — — — — — —
67245
ifmelate
Universal MCP server for extracting text from various document formats includin…
— ○ ⏳ — N/A N/A — — —
67246
schplitt
mc8yp Claim
An MCP server that gives AI agents access to the full Cumulocity API surface th…
— ○ ⏳ — — — — — —
67247
mjbeatty89
mcpserv Claim
— ○ ⏳ — N/A N/A — 95 —
67248
qsale-io
qsale-mcp Claim
MCP server for the QSale headless commerce platform enabling catalog, content, …
— ○ ⏳ — — — — — —
67249
GlacierEQ
A comprehensive MCP server with over 50 tools across 7 categories including mem…
— ○ ⏳ — — — — — —
67250
clawfred
x402-mcp Claim
Calls an x402-paid HTTP API and automatically handles payment when a 402 Paymen…
— ○ ⏳ — N/A N/A — — —
Showing 67201–67250 of 68965 servers