MCP Server Quality Scores

Independent quality analysis of 69135 public MCP servers

69135
Discovered
→
33833
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56501
NG-Bullseye
agent-mesh Claim
Provides a messaging multiplexer for agents using Redis streams, allowing Claud…
— ○ ⏳ — — — — — —
56502
Irohitjain
A drop-in MCP skill that gives AI agents a real on-chain wallet on Pharos — che…
— ○ ⏳ — — — — — —
56503
JoaoToledoSE
mcp-server Claim
Provides AI-powered tools for querying customer and order analytics, enabling o…
— ○ ⏳ — N/A N/A — — —
56504
AatirNadim
An MCP server that exposes getMe key-value operations as MCP tools
— ○ ⏳ — N/A N/A — — —
56505
tamzidnahian
Full-MCP-QA Claim
Exposes the qa_agent_status tool that reports configured integrations and the l…
— ○ ⏳ — N/A N/A — — —
56506
automationagent10-max
Converts a local MCP server into a remote HTTP-accessible REST API server with …
— ○ ⏳ — — — — 81 —
56507
jjm7271985
ship-it-mcp Claim
Enables to interact with GitHub repositories directly from Claude, supporting a…
— ○ ⏳ — N/A N/A — — —
56508
mikimatsub
swsd-mcp Claim
MCP server for SolarWinds Service Desk (SWSD/Samanage) enabling reading and mod…
— ○ ⏳ — — — — — —
56509
aliyun
Enables AI coding assistants to manage Alibaba Cloud databases by creating inst…
— ○ ⏳ — — — — — —
56510
kokohbudi
Enables AI agents to securely authenticate with Google Tasks and perform full C…
— ○ ⏳ — N/A N/A — — —
56511
mareurs
researcher Claim
Fast AI research agent in Rust that plans sub-questions, searches the web, scra…
— ○ ⏳ — N/A N/A — — —
56512
MasterPlayspots
MotionSpec Claim
Hallucination-proof scroll motion: LLM writes validated specs, deterministic GS…
— ○ ⏳ — N/A N/A — — —
56513
cbuntingde
Integrates with Google CodeWiki to search, fetch, and cache documentation for G…
— ○ ⏳ — — — — 81 —
56514
andreajrubino
Enables natural language expense logging, parsing amounts, currencies, and date…
— ○ ⏳ — N/A N/A — — —
56515
ampcome-mcps
Enables AI agents to request human approvals with customizable forms, webhooks,…
— ○ ⏳ — N/A N/A — — —
56516
bpolania
Bulwark Claim
AI agent governance: content scanning, audit logs, policy evaluation, session m…
— ○ ⏳ — N/A N/A — 83 —
56517
thomasjerard
Enables natural language queries to PostgreSQL by converting questions to SQL u…
— ○ ⏳ — N/A N/A — — —
56518
axonempire
Provides filesystem access to Claude via the MCP protocol, enabling local file …
— ○ ⏳ — N/A N/A — — —
56519
AiAgentKarl
Enables AI agents to make micropayments using USDC on Solana via the x402 proto…
— ○ ⏳ — — — — — —
56520
cryptorefills
gift-cards Claim
Buy gift cards, mobile top-ups, and eSIMs from 10,001+ brands across 180 countr…
— ○ ⏳ — — — — 81 —
56521
Creator ROI, video conversion, trends, affiliate, and social commerce intellige…
— ○ — N/A N/A — 81 —
56522
astraclawteam
Local MCP server for Gateway-managed computer use that exposes computer.* tools…
— ○ ⏳ — N/A N/A — — —
56523
bsv-blockchain
Provides AI agents with knowledge and code generation tools for building BSV bl…
— ○ ⏳ — — — — — —
56524
CSOAI-ORG
mica-crypto-mcp Claim 1
Markets in Crypto-Assets (MiCA) Regulation (EU) 2023/1114 compliance for EU cry…
— ○ ⏳ — N/A N/A — 81 —
56525
alaiba
grepsense Claim
Provides two-modal code search (lexical via Zoekt and semantic via ChromaDB emb…
— ○ ⏳ — — — — — —
56526
jim-agent
A Model Context Protocol (MCP) server for interacting with liquid staking proto…
— ○ ⏳ — N/A N/A — — —
56527
pipeworx-io
Enables querying nonprofit organization data through the ProPublica Nonprofit E…
— ○ ⏳ — — — — — —
56528
vinaybist
Enables security analysis of Kubernetes Role configurations using LLM-assisted …
— ○ ⏳ — — — — 81 —
56529
tspvivek
Enables to interact with Baasix Backend-as-a-Service operations including schem…
— ○ ⏳ — — — — — —
56530
rmaher001
A selective, aggregation-first MCP server for InfluxDB v2 that bounds output an…
— ○ ⏳ — — — — — —
56531
alfi-j
Enables comprehensive JavaScript code analysis and debugging using ESLint and c…
— ○ ⏳ — N/A N/A — 95 —
56532
attaelahi
An MCP server that preserves and recalls work context, enabling users to log se…
— ○ ⏳ — N/A N/A — — —
56533
mcp-server Claim 1
On-brand image generation (product shots, app icons, OG cards, sprites) for AI …
— ○ — N/A N/A — 81 —
56534
geopopos
Enables LLMs to read conversations, send messages, create tasks, and manage cal…
— ○ ⏳ — N/A N/A — — —
56535
AltriaPendragon49
blastp_mcp Claim
Wraps NCBI BLAST+ blastp into a FastMCP service for auditable protein homology …
— ○ ⏳ — N/A N/A — — —
56536
Minidoracat
Establishes feedback-oriented development workflows with Web UI and desktop app…
— ○ ⏳ — — — — — —
56537
srishtivverma
idontcare Claim
— ○ ⏳ — N/A N/A — 95 —
56538
jacob-bd
Enables AI agents and users to query Perplexity AI's premium models (GPT-5.4, C…
— ○ ⏳ — N/A N/A — — —
56539
MCP-Mirror
Gives Claude Desktop access to multiple AI models (Gemini, OpenAI, OpenRouter, …
— ○ ⏳ — N/A N/A — 95 —
56540
CryptoAPIs-io
Self-hosted MCP proxy that puts an x402 paywall in front of an existing MCP ser…
— ○ ⏳ — N/A N/A — — —
56541
nerd-exam
NerdExam Claim
Search 2,700+ IT certification practice exams from Microsoft, Cisco, CompTIA, A…
— ○ ⏳ — N/A N/A — 95 —
56542
naebo
Enables external reconnaissance activities including DNS enumeration, subdomain…
— ○ ⏳ — N/A N/A — — —
56543
Joncallim
Builds searchable SQLite databases from PDFs, preserving inline image locations…
— ○ ⏳ — N/A N/A — — —
56544
rodrick-mpofu
Automates job application tracking and resume/cover letter generation using AI,…
— ○ ⏳ — — — — — —
56545
ReduceMyIns
nowcerts-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
56546
DevMuneeb
An MCP server that indexes codebases into a local graph and provides on-demand …
— ○ ⏳ — N/A N/A — — —
56547
lka
MCP server for opening files in Windows applications, including Microsoft Edge …
— ○ ⏳ — N/A N/A — — —
56548
ZoroPoskai
MCP server for the GitCode API, enabling AI assistants to interact with GitCode…
— ○ ⏳ — — — — — —
56549
AIWerk
Email tools for any IMAP/SMTP provider: list, read, search, send, and manage me…
— ○ ⏳ — N/A N/A — — —
56550
quanlh30504
A modular monolith MCP server connecting multiple providers (Redash, PostgreSQL…
— ○ ⏳ — N/A N/A — — —
Showing 56501–56550 of 69135 servers