MCP Server Quality Scores

Independent quality analysis of 69313 public MCP servers

69313
Discovered
→
33947
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 25 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44251
rc4l
Enables AI assistants to interact with the Zandronum game engine for developmen…
— ○ ⏳ — N/A N/A — — —
44252
julienchriqui-okkoer
Exposes NetSuite REST API for orchestrating Spendesk × NetSuite integration, pr…
— ○ ⏳ — — — — — —
44253
Arakiss
Nahuali Claim
Trust-aware agent memory with evidence-backed recall, self-inspection, and audi…
— ○ ⏳ — N/A N/A — — —
44254
ZethicTech
obsidian-mcp Claim
Bridges Obsidian vaults with MCP-compatible AI tools, enabling read/write/searc…
— ○ ⏳ — N/A N/A — 95 —
44255
laszlopere
Chemistry toolbox computed from authoritative data: molecular weight / molar ma…
— ○ ⏳ — — — — 81 —
44256
TPEmist
pop-pay Claim
Project Point One Percent - Agent Pay \[pop-pay] is a payment guardrail and one…
— ○ ⏳ — — — — 81 —
44257
LeiTinG998
TrendRadar Claim
This MCP server is a hot news aggregator and push assistant that supports AI an…
— ○ ⏳ — — — — — —
44258
harmehak0173
nutrition_db Claim
Generates personalized 7-day meal plans based on user profile and goals, and pr…
— ○ ⏳ — — — — — —
44259
Lucav21
heu-mcp Claim
HEU Legal e-signature MCP: manage HEU documents and PDFs, prompt signers, downl…
— ○ ⏳ — N/A N/A — — —
44260
proofjson
A local MCP server that integrates ProofJSON to assess invoices before payment,…
— ○ ⏳ — N/A N/A — — —
44261
luke-nielsen
ledger-mcp Claim
Enables renters to cross-examine their rent ledger against their lease using de…
— ○ ⏳ — N/A N/A — — —
44262
Krishcalin
Provides AI agents with 25 security analysis tools including vulnerability scan…
— ○ ⏳ — N/A N/A — — —
44263
gdmkonsult
mcp.office Claim
Combined MCP server for Euro-Office DocumentServer enabling Word and PDF editin…
— ○ ⏳ — — — — — —
44264
herohunt-ai
herohunt-mcp Claim
People search API - find 1 billion candidates across LinkedIn and GitHub with r…
— ○ ⏳ — N/A N/A — — —
44265
CSOAI-ORG
api-docs-generator-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
44266
hemantkamalakar
A production-ready MCP server that bridges physical sensor data with AI reasoni…
— ○ ⏳ — N/A N/A — — —
44267
lcapossio
fpgaZeroMCP Claim
An MCP server for FPGA toolchain operations including linting, simulation, synt…
— ○ ⏳ — N/A N/A — — —
44268
amithkumark1982
An enterprise-grade AI processing platform that provides advanced code analysis…
— ○ ⏳ — — — — 81 —
44269
getinclub
Enables AI agents to connect to and query an SQLite database through the Model …
— ○ ⏳ — N/A N/A — — —
44270
Alexmacapple
MCP DSFR Claim
Generates, validates, and audits French government DSFR components with RGAA 4.…
— ○ ⏳ — — — — — —
44271
rohithmahesh3
Indexes codebases using semantic embeddings for natural language search, enabli…
— ○ ⏳ — N/A N/A — — —
44272
US and Canada business tax deadlines, annual reports, sales tax permits and quo…
— ○ — — — — 67 —
44273
vighriday
Veris Claim
Behavioral verification intelligence for autonomous coding agents. Builds a beh…
— ○ ⏳ — N/A N/A — — —
44274
Rystic-Inc
Rystic Claim
Start, seed, clock, inspect and diff Rystic API simulators from your agent.
— ○ ⏳ — N/A N/A — — —
44275
Free MCP tools: Solana token safety and Polymarket kit samples, x402 quotes, ve…
— ○ — — — — 67 —
44276
occasiolabs
occasio Claim
Tamper-evident, Sigstore-signed audit trail for Claude Code agents.
— ○ ⏳ — N/A N/A — — —
44277
mkebiclioglu
A Model Context Protocol server that exposes Formlabs Local API to AI tools, en…
— ○ ⏳ — — — — — —
44278
sGuNk13
kuriflow-mcp Claim
Make AI tasks repeatable. Run with new data automatically — zero AI tokens per …
— ○ ⏳ — N/A N/A — — —
44279
Yoonutz
Remote MCP server for the Torn City API v2, enabling querying of player, factio…
— ○ ⏳ — — — — — —
44280
jonelgithub
Enables AI assistants to interact with Investec banking accounts, transactions,…
— ○ ⏳ — — — — 81 —
44281
abmwine
Deterministic date arithmetic with auditable receipts: business days, due dates…
— ○ ⏳ — — — — — —
44282
iagomussel
Processes large files, error logs, and codebase searches locally via Ollama to …
— ○ ⏳ — N/A N/A — 95 —
44283
shivamprasad1001
Enables AI assistants to track and manage expenses, including adding, viewing, …
— ○ ⏳ — N/A N/A — — —
44284
cohm
indico-mcp Claim
MCP server for the Indico meeting agenda system, enabling AI agents to search e…
— ○ ⏳ — — — — — —
44285
ilyautov
Provides AI assistants with direct access to the Moysklad (МойСклад) JSON API f…
— ○ ⏳ — N/A N/A — — —
44286
server Claim 1
Observability MCP server: query LLM cost/errors/latency & operate alerts/evals …
— ○ — N/A N/A — 69 —
44287
molpass
sajuMCP Claim
Calculates saju (four pillars) for a given birth year, month, day, hour, minute…
— ○ ⏳ — N/A N/A — — —
44288
lioensky
Enables AI assistants to generate high-quality images using SiliconFlow's Flux …
— ○ ⏳ — — — — — —
44289
metehan777
Enables interacting with Google Search Console via natural language, supporting…
— ○ ⏳ — N/A N/A — — —
44290
jtbrennan-git
Extracts listening metrics from Musicolet backup files and builds a static dash…
— ○ ⏳ — N/A N/A — — —
44291
leydidishc280-dotcom
Enables screenshot capture and visual analysis using cloud or local vision mode…
— ○ ⏳ — N/A N/A — — —
44292
rodrigopg
MCP server to search and retrieve public ads from OLX Brasil and Mercado Livre …
— ○ ⏳ — — — — 81 —
44293
KKday-KevinChu
Enables interaction with Odoo 18 (JSON-RPC API) via MCP, supporting model explo…
— ○ ⏳ — N/A N/A — — —
44294
johnisanerd
Search Google Scholar for academic papers, citations, and author profiles.
— ○ ⏳ — — — — — —
44295
orime
A community-maintained fix for the MCP Feedback Enhanced server, resolving imag…
— ○ ⏳ — N/A N/A — — —
44296
entityadam
ComfyUI MCP Claim
Generate and manage ComfyUI media through the Model Context Protocol.
— ○ ⏳ — N/A N/A — — —
44297
chouayb123
A Model Context Protocol server that exposes Haloscan SEO API functionality, al…
— ○ ⏳ — — — — 81 —
44298
tomascupr
CodexMCP Claim
A FastMCP server that wraps OpenAI Codex CLI to provide AI-powered code generat…
— ○ ⏳ — N/A N/A — — —
44299
HappyMonkeyAI
Multi-source article and tutorial research for agent planning, providing dedupl…
— ○ ⏳ — N/A N/A — — —
44300
midnight480
MCP server for managing event spaces, hotels, and party venues in Saga Prefectu…
— ○ ⏳ — N/A N/A — — —
Showing 44251–44300 of 69313 servers
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