MCP Server Quality Scores

Independent quality analysis of 69070 public MCP servers

69070
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 8 hours, 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61401
iapke486-arch
Enables querying restaurant information in Daejeon, South Korea, through the ci…
— ○ ⏳ — — — — — —
61402
gowtham0992
redline Claim
Run local prompt regression checks from prompt-response logs in AI coding assis…
— ○ ⏳ — N/A N/A — — —
61403
bluepagesdoteth
Enables looking up Ethereum address mappings to Twitter/X and Farcaster identit…
— ○ ⏳ — — — — — —
61404
fastmcp-me
Enables AI assistants and applications to interact with Airtable bases through …
— ○ ⏳ — — — — — —
61405
needyamin
Provides 180+ tools for full system control including terminal, Git, Docker, Ku…
— ○ ⏳ — N/A N/A — — —
61406
srotzin
Bridges Holepunch/Keet identity keys into the Hive DID network, enabling DID re…
— ○ ⏳ — — — — — —
61407
bzetu
Unified MCP server for Chinese stock market data that batches multiple data req…
— ○ ⏳ — — — — — —
61408
cyanheads
Search EU legislation, CJEU case law, and treaties; traverse CELLAR graph; brow…
— ○ ⏳ — — — — — —
61409
Cinnamobot
A MCP server wrapper for Google's Gemini CLI that enables AI assistants to perf…
— ○ ⏳ — N/A N/A — — —
61410
manofsadness
ItchWHMMCP Claim
A local MCP server for managing WHM and cPanel servers through AI clients, supp…
— ○ ⏳ — N/A N/A — — —
61411
Async777
Enables MCP-compatible clients to query the RustChain blockchain, check balance…
— ○ ⏳ — — — — — —
61412
pauling-ai
A comprehensive MCP server integrating YouTube Data, Analytics, and Reporting A…
— ○ ⏳ — — — — — —
61413
JosephOIbrahim
Comfy Cozy Claim
A plain-English co-pilot for ComfyUI that lets you describe image generation ch…
— ○ ⏳ — N/A N/A — — —
61414
unctad-ai
A Model Context Protocol server implementation that provides structured, AI-fri…
— ○ ⏳ — — — — 81 —
61415
with0utwhy
Taste Claim
Expert review for AI agents. On-chain proof of human review.
— ○ ⏳ — — — — — —
61416
kemalabuteliyte
elsevier-mcp Claim
MCP server for the Elsevier Developer APIs. Gives Claude Code access to Scopus,…
— ○ ⏳ — — — — — —
61417
zenjoy
An MCP server for domain management, enabling domain availability checks, bulk …
— ○ ⏳ — — — — — —
61418
Heretek-RE
Enables querying a curated reverse engineering knowledge base covering techniqu…
— ○ ⏳ — — — — — —
61419
Synametrics
Enables email address validation and outbound email status checking for the Xea…
— ○ ⏳ — N/A N/A — — —
61420
1clawAI
1Claw Vault Claim
HSM-backed vault secrets for AI agents (JIT fetch) plus prompt-injection and th…
— ○ ⏳ — N/A N/A — — —
61421
IndianAppGuy
Generate professional PowerPoint presentations from text, YouTube videos, or st…
— ○ ⏳ — N/A N/A — 95 —
61422
zecure
Automatically generates MCP servers from OpenAPI/Swagger specifications, enabli…
— ○ ⏳ — — — — 81 —
61423
obot-platform
A Model Context Protocol server for Salesforce that enables managing contacts, …
— ○ ⏳ — — — — — —
61424
ciphernaut
An adaptive MCP server that grows and evolves based on user needs through self-…
— ○ ⏳ — N/A N/A — 95 —
61425
s3rgiosan
Read-only MCP server for exploring WordPress MySQL/MariaDB databases. Provides …
— ○ ⏳ — — — — — —
61426
julioalberto64
A framework for building MCP servers with standardized tools, authentication, l…
— ○ ⏳ — — — — 81 —
61427
phantomts
A personal-life database with 47 tools across 13 domains, enabling semantic sea…
— ○ ⏳ — — — — — —
61428
RBG-WebDesign
Enables AI coding agents to control and interact with Unreal Engine 4.27 editor…
— ○ ⏳ — N/A N/A — — —
61429
ramadhanidiwanda-alt
threads-mcp Claim
MCP server for Threads comment research — analyze public sentiment, frustration…
— ○ ⏳ — — — — — —
61430
ToxMCP
Public MCP endpoint for physiologically based pharmacokinetic (PBPK) simulation…
— ○ ⏳ — N/A N/A — — —
61431
eventescapes
Search event travel: F1, MotoGP, soccer, NFL, tennis, concerts. Tickets + hotel…
— ○ ⏳ — — — — — —
61432
duhanjun
A FastMCP-based MCP server that provides AI assistants with access to XCSC Tush…
— ○ ⏳ — — — — — —
61433
namixai
usenami-mcp Claim
Perp-first funding rate & RWA spread data for AI agents. 30+ CEX/DEX venues, 6 …
— ○ ⏳ — N/A N/A — — —
61434
craig1901
Provides comprehensive data analysis utilities including statistical functions,…
— ○ ⏳ — N/A N/A — — —
61435 — ○ ⏳ — N/A N/A — 95 —
61436
atmospore
Per-species pollen forecasts at any point on Earth, seven days ahead, via the A…
— ○ ⏳ — — — — — —
61437
emily397
Provides AI agents with 6 tools for searching Hugging Face models, GitHub trend…
— ○ ⏳ — — — — — —
61438
Cafecitohq
cafecito Claim
Enables AI agents to coordinate on a shared repository using commutativity-prov…
— ○ ⏳ — N/A N/A — — —
61439
n2ns
n2n-memory Claim
Persists AI's cognitive fragments as a knowledge graph within each project dire…
— ○ ⏳ — N/A N/A — — —
61440
jcode-works
Mimir Claim
Local-first memory and retrieval for private project knowledge. Enables indexin…
— ○ ⏳ — N/A N/A — — —
61441
Poechant
Exposes 20 tools for project, media, render, and timeline control in DaVinci Re…
— ○ ⏳ — N/A N/A — — —
61442
mpprimo
ratings Claim
Independent quality ratings for MPP services on Tempo. Query scores, get AI-pow…
— ○ ⏳ — — — — 81 —
61443
KeeVeeG
Godot MCP Claim
Godot MCP connects AI assistants directly to the Godot editor, exposing 300+ to…
— ○ ⏳ — N/A N/A — — —
61444
ai-singhal
Mirrors Claim
AI agent testing: replay real sessions against a rebuilt staging environment to…
— ○ ⏳ — — — — — —
61445
dr-code
tessera Claim
Provides persistent codebase memory for Claude Code, enabling semantic understa…
— ○ ⏳ — N/A N/A — — —
61446
pebeka-prog
Ghost MCP Claim
MCP server for Ghost CMS that lets Claude manage posts, pages, members, tags, a…
— ○ ⏳ — — — — — —
61447
0xMihirK
Hercules MCP Claim
Enables AI agents to perform professional penetration testing through a contain…
— ○ ⏳ — N/A N/A — — —
61448
ziamalik
A Model Context Protocol server that lets Claude (and any MCP client) cite actu…
— ○ ⏳ — N/A N/A — — —
61449
ddonathan
Enables direct interaction with MySQL databases through SQL queries, table expl…
— ○ ⏳ — — — — 81 —
61450
Reuben1987AI
Enables AI agents and LLMs to interact with Google Ads accounts, allowing searc…
— ○ ⏳ — — — — — —
Showing 61401–61450 of 69070 servers