MCP Server Quality Scores

Independent quality analysis of 69343 public MCP servers

69343
Discovered
→
33980
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41301
thingctx
thingctx Claim
Drive devices and APIs from their W3C Thing Description. You gate every operati…
— ○ ⏳ — N/A N/A — — —
41302
UjjwalKo
mcp-pypi Claim
An MCP server built with FastMCP that provides basic terminal abilities like ru…
— ○ ⏳ — N/A N/A — — —
41303
thrain-ai
blackout Claim
Permanent local PDF redaction: text is removed and verified gone, not covered. …
— ○ ⏳ — N/A N/A — — —
41304
skjshr
fire-fodex Claim
A local Firefox bridge for MCP agents that enables tab control, DOM interaction…
— ○ ⏳ — N/A N/A — — —
41305
datasynx
Observes tasks and generates anonymized SOPs — task tracking and SOP review via…
— ○ ⏳ — N/A N/A — — —
41306
lattmamb
agent-0 Claim
— ○ ⏳ — N/A N/A — 95 —
41307
LoftyTao
Honeybee-MCP Claim
Enables AI agents to understand, query, and manipulate Honeybee building energy…
— ○ ⏳ — N/A N/A — — —
41308
DioNanos
Searchable agent memory: BM25 corpus recall, original-text injection, remember/…
— ○ ⏳ — N/A N/A — — —
41309
marketing-shibata50
MCP server for integrating TickTick task management with AI applications, enabl…
— ○ ⏳ — N/A N/A — — —
41310
qorenext-IT
qorenext-mcp Claim
Company hierarchy analysis and address verification via MCP
— ○ ⏳ — — — — — —
41311
mixelpixx
Nimrod Claim
Web search with quality scores; web pages are read on your computer by the loca…
— ○ ⏳ — — — — — —
41312
For-Sunny
darkside-mcp Claim
An MCP server that grants AI agents unrestricted file system, Python, and Power…
— ○ ⏳ — N/A N/A — — —
41313
gabriel-herencia
postgres-mcp Claim
A self-hostable PostgreSQL MCP server for exploring database schemas and runnin…
— ○ ⏳ — — — — — —
41314
agents-finance
bank Claim
The financial layer for the agent economy. Self-custody wallets, on-chain USDC …
— ○ ⏳ — — — — 81 —
41315
chirag127
secenv-mcp Claim
Centralized secrets manager MCP server. Generate .env files, rotate keys, sync …
— ○ ⏳ — N/A N/A — — —
41316
david-constantinescu
Remote MCP server for FTC & Pedro Pathing research, providing tools to search t…
— ○ ⏳ — — — — — —
41317
Writehand-Solutions
productised Claim
Build and publish AI products for coaching practices from inside Claude. 16 liv…
— ○ ⏳ — N/A N/A — — —
41318
md-riaz
chatwoot-mcp Claim
Local Node/TypeScript MCP server for read-only Chatwoot analytics, providing to…
— ○ ⏳ — — — — — —
41319
decisio-app
Enables AI assistants to perform structured decision-making using the Analytic …
— ○ ⏳ — N/A N/A — — —
41320
DragonShadows1978
Enables AI agents to search the web, fetch pages, and download images through a…
— ○ ⏳ — N/A N/A — — —
41321
anyway-possible
A free tool recommender plus eight x402 tools for payments, merchants, wallets,…
— ○ ⏳ — — — — — —
41322
davidmosiah
ouramcp Claim 1
Privacy-first, unofficial Oura MCP server for AI health, sleep, activity and he…
— ○ ⏳ — N/A N/A — 75 —
41323
kbarbel640-del
trinitas-mcp Claim
Enables context-aware memory and multi-model orchestration through tools for st…
— ○ ⏳ — N/A N/A — — —
41324
chargerdojo
ChargerDojo Claim
OCPI versions, what changed between them, and which modules and journeys Charge…
— ○ ⏳ — — — — — —
41325
inav
Exposes Databricks REST APIs as MCP tools for managing and querying a Databrick…
— ○ ⏳ — — — — — —
41326
benhaotang
Enables searching and retrieving academic paper metadata from Semantic Scholar,…
— ○ ⏳ — — — — — —
41327
datakoot
CVE lookups (NVD) and dependency-manifest audits (OSV) for AI agents. No API ke…
— ○ ⏳ — — — — — —
41328
Subrat2018
Read-only MCP server for complete, reconciled reporting from live Zendesk data,…
— ○ ⏳ — — — — — —
41329
bperkinspdx
Enables audio uploads and MYO card creation for Yoto players directly from the …
— ○ ⏳ — N/A N/A — — —
41330
rocari
Enables AI assistants to manage ClickUp workspaces, teams, spaces, folders, lis…
— ○ ⏳ — — — — — —
41331
u33pk
A lightweight MCP server built on mitmproxy that lets LLMs capture, inspect, re…
— ○ ⏳ — N/A N/A — — —
41332
marcius-llmus
MCP server for analyzing local audio and video files with Google Gen AI, return…
— ○ ⏳ — N/A N/A — — —
41333
Joint-Photon-Sciences-Institute
fdmnes-mcp Claim
Enables running FDMNES X-ray spectroscopy simulations via natural language, sup…
— ○ ⏳ — N/A N/A — — —
41334
choipureum
Enables reading and analysis of PDF, Excel, Word, and PowerPoint files through …
— ○ ⏳ — N/A N/A — — —
41335
cubetribe
Manages YouTube channels via Claude Desktop, enabling AI-powered metadata optim…
— ○ ⏳ — N/A N/A — — —
41336
wyre-technology
superops-mcp Claim
An MCP server for SuperOps PSA/RMM, enabling MSPs to manage tickets, assets, cl…
— ○ ⏳ — — — — — —
41337
trustrails
Search and compare 26,000+ UK electronics products across multiple retailers i…
— ○ ⏳ — — — — 81 —
41338
amitagl27
A Model Context Protocol server that lets Claude and any other MCP-compatible c…
— ○ ⏳ — — — — — —
41339
Gowthaman90
mcp-bastion Claim
Reliability + security proxy for MCP: runtime tool-security and a compliance-ma…
— ○ ⏳ — N/A N/A — — —
41340
PixelCove
Checks whether AI search engines cite your domain for a prompt. From $0.15/call…
— ○ ⏳ — — — — — —
41341
lucassampsouza
fruits-mcp Claim
Enables management of Product Fruits knowledge base articles, categories, and i…
— ○ ⏳ — N/A N/A — — —
41342
365diascollaboration-prog
MCP server for Instagram growth in LATAM, enabling automated DM flows, comment …
— ○ ⏳ — — — — — —
41343
odise444
Enables managing Google Tasks (list, add, complete, delete, update) using natur…
— ○ ⏳ — N/A N/A — — —
41344
junter1989k-ai
Hungary NAV Online Szamla 3.0 invoice reporting for AI agents: report invoice d…
— ○ ⏳ — — — — — —
41345
avargas2026
Enables AI agents to audit, manage, and optimize Frigate NVR configurations, in…
— ○ ⏳ — N/A N/A — — —
41346
martin-nmc8
An MCP (Model Context Protocol) server that exposes the Vincario API to AI agen…
— ○ ⏳ — — — — 81 —
41347
AndekQR
Unofficial MCP server that exposes Fitatu account operations as tools for inspe…
— ○ ⏳ — — — — — —
41348
Kimiko Claim 1
Kimiko, the private AI notepad: local MCP for your meetings, notes and tasks. O…
— ○ — N/A N/A — 81 —
41349
lazy-dinosaur
Enables AI models to test and interact with Electron applications using Playwri…
— ○ ⏳ — N/A N/A — — —
41350
AgenticBooks
Financial data infrastructure for AI agents. Connect to a startup's books to re…
— ○ ⏳ — — — — — —
Showing 41301–41350 of 69343 servers
« Prev 1 … 825 826 827 828 829 … 1387 Next »