MCP Server Quality Scores

Independent quality analysis of 69007 public MCP servers

69007
Discovered
→
33703
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
66351
Manage LemonLDAP::NG SSO instances: configuration, sessions, OIDC, SAML, 2FA.
— ○ — N/A N/A — 81 —
66352
stopthegears
A remote MCP server that compresses long text contexts, stores compact reusable…
— ○ ⏳ — N/A N/A — — —
66353
2captcha
Provides browser automation and reCAPTCHA v2 solving tools for AI agents, integ…
— ○ ⏳ — N/A N/A — — —
66354
Christian-Carminati
Wraps Maven and Spring Boot operations for Claude Code, providing structured JS…
— ○ ⏳ — N/A N/A — — —
66355
BASHBOP
Òtítọ́ Claim
Deterministic local repository context, impact analysis, and merge-readiness ev…
— ○ ⏳ — N/A N/A — — —
66356
zhiganov
Enables users to search and read verbatim passages from Terry Bouricius's book …
— ○ ⏳ — N/A N/A — — —
66357
DanMat
Packkit Claim
Scaffold modern npm packages, CLIs, services and apps as a native tool for AI a…
— ○ ⏳ — N/A N/A — — —
66358
AojdevStudio
A lightweight MCP server that provides persistent knowledge graph storage for A…
— ○ ⏳ — N/A N/A — — —
66359
datacraftdevelopment
Enables Claude to interact with FileMaker databases through the FileMaker Data …
— ○ ⏳ — N/A N/A — — —
66360
pytheum
Pytheum MCP Claim
Wraps the four public endpoints on api.pytheum.com as MCP tools so AI agents ca…
— ○ ⏳ — — — — — —
66361
gh33k
Enables Claude to answer natural language questions about your Apple Health dat…
— ○ ⏳ — N/A N/A — — —
66362
chainraydev-no4p
ChainRay Claim
The most complete blockchain data and intelligence service for AI agents. 78 to…
— ○ ⏳ — — — — 81 —
66363
koreainvestment
Enables users to search for Korea Investment & Securities APIs using natural la…
— ○ ⏳ — N/A N/A — — —
66364
JuliusPinsker
mdify-mcp Claim
MCP server that gives LLMs the power to convert PDFs to Markdown on the fly usi…
— ○ ⏳ — N/A N/A — — —
66365
souldriver007
Enables semantic search of the KJV Bible and personal knowledge graph for scrip…
— ○ ⏳ — N/A N/A — — —
66366
MarcioKorpHub
Brazilian AI-powered accounting & tax automation: NFS-e invoicing, CBS/IBS tax …
— ○ ⏳ — — — — — —
66367
xodn348
ClawPay Claim
Connects AI agents to payment processors (Lithic, Stripe, PayPal) for automated…
— ○ ⏳ — N/A N/A — — —
66368
amortegui84
Upscale images to print-ready files (TIFF/PNG/JPG) via PrintScale.
— ○ ⏳ — N/A N/A — — —
66369
Imsharad
Provides access to Gmail functionality through the Model Context Protocol, allo…
— ○ ⏳ — — — — — —
66370
whazeted
Enables translation of i18n messages in Paraglide JS projects by serving small …
— ○ ⏳ — N/A N/A — 95 —
66371
sKuangster
A general-purpose Google Maps MCP server that provides geocoding, place search,…
— ○ ⏳ — — — — — —
66372
fastmcp-me
MCP Fivetran Claim
Enables AI assistants to manage Fivetran users and connections, including invit…
— ○ ⏳ — — — — — —
66373
shimondoodkin
Enables Claude to control the local desktop via screenshot, mouse, keyboard, an…
— ○ ⏳ — N/A N/A — — —
66374
rokasklive
Source-code intelligence for agents, powered by OpenGrok and Go.
— ○ ⏳ — — — — — —
66375
ahmedbhl
HTTP-based MCP server for GitLab API, enabling project management, issue tracki…
— ○ ⏳ — — — — — —
66376
AnuwatThisuka
edgemem Claim
Filesystem-native agent memory for Claude Code, enabling persistent team contex…
— ○ ⏳ — — — — — —
66377
Rajpopzein
Retrieves YouTube Channel statistics, metadata, and uploaded videos using the Y…
— ○ ⏳ — — — — — —
66378
new-village
note-mcp Claim
Unofficial MCP server for note.com using cookie-based authentication to manage …
— ○ ⏳ — — — — — —
66379
Flexcrit
A TypeScript-based MCP server template for the Antigravity agentic environment,…
— ○ ⏳ — N/A N/A — — —
66380
closermethod
MCP server for AI agents selling into APAC. 7 tools: country briefs (Japan/Sing…
— ○ ⏳ — — — — — —
66381
hdmt
A Model Context Protocol server that enables managing Shopify store operations …
— ○ ⏳ — — — — — —
66382
jnorberg
Bridges AI assistants to HubSpot CRM via OAuth2.1+PKCE, enabling tool access th…
— ○ ⏳ — — — — — —
66383
mobus-ai
Mobus Claim
Search, preview, and analyze datasets from 20+ platforms via a single MCP conne…
— ○ ⏳ — N/A N/A — — —
66384
EXPESRaza
Implements the Model Context Protocol to retrieve context from a locally runnin…
— ○ ⏳ — N/A N/A — — —
66385
baekbeombyeon
Enables interaction with the Flow Team API through MCP clients, allowing endpoi…
— ○ ⏳ — N/A N/A — — —
66386
a-g-e-n-t-s
Listens for Discord @mentions via Gateway and queues them for processing by an …
— ○ ⏳ — — — — — —
66387
pipeworx-io
Query and explore Delaware Open Data datasets via Socrata API, including search…
— ○ ⏳ — — — — — —
66388
SunCreation
MCP server for Google Docs, Sheets & Drive with full formatting support.
— ○ ⏳ — N/A N/A — — —
66389
pipeworx-io
Mono County GIS — Mono County & Mammoth Lakes, California open geospatial data …
— ○ ⏳ — — — — — —
66390
MadDegenOG
solsnap Claim
Solana token/wallet rug-risk scoring. Free scan; $2 SOL unlocks full wallet rep…
— ○ ⏳ — — — — — —
66391
Hermes-pm
An MCP server that enables AI agents to search, read, and create notes across s…
— ○ ⏳ — — — — — —
66392
eleanorreem
email Claim
A Model Context Protocol (MCP) server that enables Claude Desktop to manage ema…
— ○ ⏳ — N/A N/A — — —
66393 — ○ ⏳ — N/A N/A — 95 —
66394
jsoares
baselight Claim
— ○ ⏳ — N/A N/A — 95 —
66395
BAiSEDagent
MCP server that exposes Polymarket prediction markets via CLI wrapper. Enables …
— ○ ⏳ — N/A N/A — — —
66396
EezyMAcc
Tattoo Feed Claim
Enables browsing and curating posts from Instagram tattoo artists via Business …
— ○ ⏳ — — — — — —
66397
GCTRL-TECH
gctrl Claim
Governed graph-native agent memory: knowledge extraction, fusion, hybrid RAG, s…
— ○ ⏳ — N/A N/A — — —
66398
universal-mcp
Universal MCP server for Pipedrive, enabling interaction with Pipedrive's tools…
— ○ ⏳ — — — — — —
66399
MTCMarkFranco
Enables algorithmic trading with Interactive Brokers, including market data, or…
— ○ ⏳ — N/A N/A — — —
66400
ThePlasmak
Enables AI assistants to integrate with the Habitify API for tracking habits, m…
— ○ ⏳ — — — — — —
Showing 66351–66400 of 69007 servers