MCP Server Quality Scores

Independent quality analysis of 69007 public MCP servers

69007
Discovered
→
33721
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 51 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
65651
greddy7574
Enables natural language interaction with Taiga project management systems, all…
— ○ ⏳ — — — — — —
65652
mr-martinsosa
An MCP server that tailors a resume to a job posting by providing fit scores, k…
— ○ ⏳ — N/A N/A — — —
65653
fellanH
Persistent memory for AI agents enabling saving, searching, and managing knowle…
— ○ ⏳ — N/A N/A — — —
65654
hoonapps
MCP server for integrating manufacturing systems (MES/ERP/quality/maintenance) …
— ○ ⏳ — — — — — —
65655
darrentmorgan
Enables AI assistants to interact with Hostaway's property management platform …
— ○ ⏳ — — — — 81 —
65656
h-ucchi
Enables PDF file manipulation including merging, splitting, extracting pages, e…
— ○ ⏳ — N/A N/A — — —
65657
Dictation354
MCP server that turns DOI, URL, or paper titles into structured Markdown full-t…
— ○ ⏳ — N/A N/A — — —
65658
cancyChen
mcp-gateway Claim
AI gateway to unify authentication and expose internal APIs as MCP tools. Suppo…
— ○ ⏳ — N/A N/A — — —
65659
hivemindunit
Check whether an LLM model id is deprecated, retiring, or retired, and what to …
— ○ ⏳ — — — — — —
65660
PhelanShao
Enables AI-driven first-principles calculations for quantum chemistry and mater…
— ○ ⏳ — N/A N/A — 95 —
65661
HaD0Yun
GoPeak Claim
Enables AI assistants to edit, run, inspect, and fix Godot 4 projects through a…
— ○ ⏳ — N/A N/A — — —
65662
AlexanderBuiko
MCP server providing time retrieval and echo tools, running as an independent n…
— ○ ⏳ — — — — — —
65663
kettly1260
MCP server for indexing and searching reaction-step-level synthesis routes from…
— ○ ⏳ — N/A N/A — — —
65664
royashbrook
hush Claim
A secret store for AI agents: the agent never sees the plaintext.
— ○ ⏳ — — — — — —
65665
BestDev
Enables AI agents to create and modify Unreal Engine blueprints using natural l…
— ○ ⏳ — N/A N/A — 95 —
65666
alicetears
Provides structured instructions to Cursor for generating comprehensive system …
— ○ ⏳ — — — — — —
65667
bitsbound
mcp-server Claim
— ○ ⏳ — N/A N/A — 95 —
65668
hernaninverso
Enables AI agents to register domains, prove ownership, queue security scans (h…
— ○ ⏳ — — — — — —
65669
xiaobenyang-com
hot-news Claim
Track breaking stories and trending topics across Chinese and global sources in…
— ○ ⏳ — N/A N/A — 95 —
65670
joshfreeland
Forward MCP Claim
Enables agents to purchase verified growth outcomes such as qualified leads, sa…
— ○ ⏳ — N/A N/A — — —
65671
RohitCds
A local AI agent workspace that allows users to interact with simulated data fi…
— ○ ⏳ — N/A N/A — — —
65672
trssantos
Decay Memory Claim
An MCP server that gives AI agents persistent, forgetting memory with layered d…
— ○ ⏳ — N/A N/A — — —
65673
nimbus-agent
Nimbus Claim
Read-only search over a local index of your engineering stack (GitHub, Jira, Sl…
— ○ ⏳ — N/A N/A — — —
65674
jarvisxiong2022-hue
Enables searching for nearby points of interest (POIs) like restaurants and bus…
— ○ ⏳ — — — — — —
65675
@ssdeanx
ssd-ai ⚡ Claim
This is upgrade of hi-ai mcp server converted into english, also all unuse var…
— ○ ⏳ — N/A N/A — 95 —
65676
atikahjapry
MCP server that enables AI assistants to run multi-step agent pipelines (e.g., …
— ○ ⏳ — N/A N/A — — —
65677
w0odst0ck
A FastAPI + FastMCP integrated template for quickly building MCP servers that e…
— ○ ⏳ — N/A N/A — — —
65678
vinkius-labs
Enables AI agents to query, mutate, and analyze Salesforce CRM data natively th…
— ○ ⏳ — — — — — —
65679
Screed369
Irish used-car market MCP: search listings, stats, dealers & model guides via a…
— ○ ⏳ — N/A N/A — — —
65680
TheCodeDaniel
JobPilot MCP Claim
Transforms Claude into an AI job-hunting assistant that searches remote job boa…
— ○ ⏳ — N/A N/A — — —
65681
stfade
moth Claim
A lightweight MCP server for structured bug-fix analysis and project-local veri…
— ○ ⏳ — N/A N/A — — —
65682
biccsdev
Inspects and debugs Solana transactions, accounts, Anchor IDLs, errors, and PDA…
— ○ ⏳ — — — — — —
65683
pipeworx-io
mcp-skiddle Claim
Enables searching and retrieving Skiddle events by ID and listing event categor…
— ○ ⏳ — — — — — —
65684
getsec
edhrec-mcp Claim
MCP server for Magic: The Gathering Commander that provides card data from Scry…
— ○ ⏳ — — — — — —
65685
blpancholi
A Multi-Domain Private Intelligence Hub that routes user queries to the best lo…
— ○ ⏳ — N/A N/A — — —
65686
Rorogogogo
An MCP server that enables AI-assisted job search workflows including job disco…
— ○ ⏳ — N/A N/A — — —
65687
griffinbank
Enables AI agents to interact with the Griffin API for banking operations like …
— ○ ⏳ — — — — — —
65688
rahulsethi
sap-bdc-mcp Claim
Enables AI agents to safely discover and validate SAP Business Data Cloud contr…
— ○ ⏳ — N/A N/A — — —
65689
972jesko
dex-mcp Claim
Debug and inspection tooling for Roblox projects, exposed as an MCP server so a…
— ○ ⏳ — N/A N/A — — —
65690
cstamigo-droid
Provides crypto market intelligence including price quotes, momentum analysis, …
— ○ ⏳ — — — — 81 —
65691
diekinari
ru-finance Claim
MCP server providing financial data from Moscow Exchange and Bank of Russia, in…
— ○ ⏳ — — — — — —
65692
automatikstudio
Provides comprehensive website auditing for SEO, performance, accessibility, an…
— ○ ⏳ — — — — 81 —
65693
XD06
A controlled local program execution bridge for mobile MCP clients, exposing st…
— ○ ⏳ — — — — — —
65694
Strykr-Prism
Enables AI agents to access real-time financial data including crypto, equities…
— ○ ⏳ — — — — — —
65695
pkoch73
An MCP server that provides comprehensive access to Adobe Spectrum 2 UI compone…
— ○ ⏳ — — — — — —
65696
rafamarques82
Enables AI assistants to interact with IBM ODM Decision Center for managing bus…
— ○ ⏳ — N/A N/A — — —
65697
wxkingstar
search-docs Claim
— ○ ⏳ — N/A N/A — 95 —
65698
Poghappy
aloha Claim
— ○ ⏳ — N/A N/A — 95 —
65699
vidyasagarr7
Production-ready MCP server template in Python with example tool, resource, and…
— ○ ⏳ — N/A N/A — — —
65700
codyslater
Gives any text-based AI a voice and ears inside a Discord voice channel by tran…
— ○ ⏳ — N/A N/A — — —
Showing 65651–65700 of 69007 servers