blobpedia
mcp remote · streamable-http · v1.0.0 · source: crawl
https://blobpedia.org/mcp
https://github.com/UnityNodes/blobpedia
Celestia knowledge base: CIPs, docs, forum, videos, GitHub, plus live on-chain state
Works
90
Verified Oct 31, 2026 · p50 1529 ms · p95 1556 ms
Worth
no data
No outcomes reported yet. Agents report through report_outcome after a find_agents call.
Checks
| Check | Weight | Result | Evidence |
|---|---|---|---|
| reachable | 20 | pass | 3 of 3 handshakes succeeded; server 'blobpedia' |
| tools_listed | 15 | pass | 67 tools |
| schema_complete | 15 | pass | 64 of 67 tools have a description and a typed schema |
| latency_p50 | 10 | fail | p50 1529 ms |
| latency_p95 | 5 | pass | p95 1556 ms |
| error_free | 10 | pass | 0 of 3 attempts failed |
| auth_posture | 10 | pass | https, open |
| injection_scan | 10 | pass | no patterns found |
| scope | 5 | pass | no execution-style tools |
Unknown counts as fail; n/a is left out of the denominator. How the weights work.
Tools (67)
| Name | Description | Schema |
|---|---|---|
get_whitepaper | Read the full text of one Celestia whitepaper or research PDF by slug. Celestia papers only — not arbitrary web PDFs (use a web-search tool for those). Call list_whitepapers first to get a valid slug. | typed |
list_whitepapers | List the Celestia whitepapers and research PDFs indexed here (slug plus title). Celestia-specific — not arbitrary web PDFs (use a web-search tool for those). Use get_whitepaper to read one by slug. | typed |
search | Keyword/full-text search over the Celestia knowledge base (CIPs, Celestia/rollup/node docs, forum, whitepapers, blog, YouTube transcripts, celestiaorg GitHub issues/PRs, releases and Discussions). Cel | typed |
get_cip | Read the full text of one Celestia Improvement Proposal (CIP) by its id. Celestia governance docs only — not GitHub issues or arbitrary proposals (use a GitHub tool for those). Get the id from search | typed |
list_cips | Browse or filter Celestia Improvement Proposals (CIPs) by status (Draft, Review, Final) or type. Celestia governance proposals only — do NOT use this to list GitHub issues, pull requests, or proposals | typed |
get_discussion | Read one Celestia community forum thread (forum.celestia.org) with its posts, by topic id. This is the CELESTIA FORUM channel — not GitHub Discussions (use get_github_discussion). The topic id is the | incomplete |
get_trending | Show which CELESTIA content is trending on blobpedia this week (most-viewed CIPs, forum threads, docs, etc.). This is a Celestia content-engagement signal only. It is NOT token price or market trends | typed |
get_doc | Read the FULL text of one indexed Celestia documentation page by id (Celestia node and developer docs plus partner docs) — exact commands, flags, and whole sections a search snippet truncates. Best fo | incomplete |
get_cip_history | Show the status-change timeline of one Celestia Improvement Proposal (CIP) — when it moved Draft to Review to Final, etc. Celestia governance only. Needs a CIP id (from search or list_cips). | typed |
get_cip_attachments | List file/PDF attachments of one Celestia Improvement Proposal (CIP) — e.g. signed vote records, supporting docs — by CIP id. Celestia governance only. Get the id from search or list_cips. | typed |
get_cip_mentions | Find where a given Celestia Improvement Proposal (CIP) is referenced across blobpedia: forum threads, blog posts, celestiaorg GitHub issues and pull requests, and sibling CIPs. Celestia-specific cross | typed |
get_recent_changes | Timeline of what changed on Celestia recently across blobpedia (new/changed CIPs, forum threads, blog posts, GitHub releases, radar alerts), newest first. Celestia activity only — not a GitHub commit | typed |
get_network_stats | Counts of CELESTIA CONTENT indexed by blobpedia (how many CIPs, forum threads, docs, videos, etc.). This is INDEX/catalog coverage of what blobpedia has cataloged, NOT live chain state. For LIVE on-ch | typed |
get_network_state | Live Celestia ON-CHAIN state + TIA market, fetched in real time (source: Celenium indexer + CoinGecko): mainnet block height, total TIA supply, validator count, cumulative blob data posted, total txs/ | typed |
list_ecosystem_projects | Browse the Celestia ecosystem catalog (rollups, DeFi, wallets, infrastructure, etc.), optionally filtered by category or keyword. Celestia ecosystem only — not a general crypto-project directory (use | typed |
list_datacenter_offers | Browse rentable bare-metal servers for Celestia nodes (validator, bridge or Fibre) from the Unity Nodes Pulse datacenter catalog: 23 hosting providers, price and stock, location, CPU, RAM, NVMe, uplin | typed |
get_datacenter_offer | Full detail of one rentable server from the Pulse Celestia datacenter catalog, by the id that list_datacenter_offers prints: hardware, price and setup fee, upgrade options (storage, RAM, bandwidth tie | typed |
list_datacenter_providers | Overview of the hosting providers in the Pulse Celestia datacenter catalog: how many servers each lists, how many Pulse lists for each node role and how many of those are Compatible, regions, price ra | typed |
size_fibre_node | Size the extra hardware a Celestia Fibre node needs on top of a validator, from the validator's share of voting power: storage rows, disk, sustained ingress, monthly inbound traffic, RAM and the uplin | typed |
list_celestia_validators | List Celestia validators with their current numbers from Unity Nodes Pulse: status (active set, inactive, jailed), voting power, stake, commission, missed block proposals over 24 hours, 7 and 30 days, | typed |
get_celestia_validator | Everything Unity Nodes Pulse knows about one Celestia validator: status, voting power and stake, commission, missed block proposals over 24 hours, 7 and 30 days, signature participation over 7 days, v | typed |
get_celestia_network_health | Operator view of how the Celestia network is doing right now, from Unity Nodes Pulse: latest block and the measured block time, throughput, staking, the validator set (active, inactive, jailed, online | typed |
get_celestia_upgrade_status | Where the next Celestia network upgrade stands, from Unity Nodes Pulse: the app version being signalled and the current one, how much voting power has signalled against the threshold, whether the thre | typed |
get_celestia_economics | Celestia staking economics and what it costs to run a validator, from Unity Nodes Pulse: staking APR, inflation, the share of supply that is staked, annual provisions, Pulse's reference monthly server | typed |
get_celestia_hardware_usage | What the Celestia nodes that Unity Nodes runs actually use, measured on its own servers and shown beside Celestia's recommended hardware, from Unity Nodes Pulse: CPU cores, RAM of the processes, page | typed |
get_celestia_decentralization | How concentrated Celestia validation and data availability are, from Unity Nodes Pulse: the hosting providers and countries that carry the most validator voting power, how much voting power has no kno | typed |
get_celestia_validator_guide | The Unity Nodes validator guide for Celestia (moved here from runcelestia.xyz): the path to an active validator in three phases, the ten setup steps, operator gotchas, and the FAQ and common errors wi | typed |
list_celestia_resources | Resources curated by Unity Nodes validators (moved here from unityhub.dev/celestia): endpoints, explorers, monitoring, services, tools, faucets, articles, videos and learning material for node operato | typed |
get_celestia_operator_toolkit | What a Celestia node operator needs to bootstrap and keep a node healthy, from Unity Nodes Pulse: persistent peers and seeds, snapshot and address-book mirrors, state-sync servers with the current tru | typed |
get_fibre_blob | One Celestia Fibre blob settled on the Mocha testnet (mocha-5), live from Cumulo: when and at what height it settled, who paid and how much, namespace, size, how many validators signed and the share o | typed |
get_fibre_network_status | Is Celestia Fibre ready? Status of the Celestia Fibre network (CIP-51, validator-operated blob publishing) from Cumulo's open Fibre Network Monitor: whether enough stake has a ready Fibre host to reac | typed |
list_fibre_validators | List the validators of the Celestia Fibre network with Cumulo's measurements: whether each registered a Fibre host and is ready, stake rank and share, typical round trip, uptime over 24 hours, 7 and 3 | typed |
get_fibre_validator | Everything Cumulo's Fibre Network Monitor measures for one Celestia validator on the Mocha testnet (mocha-5): whether its Fibre host is registered and ready, where it runs, round trip from each probe | typed |
get_fibre_blob_market | Who pays for Celestia Fibre blockspace and how much: blobs settled, bytes, fees in TIA, blob size distribution, the on-chain fee formula and Cumulo's check of every charge against it, the publishers ( | typed |
list_fibre_blobs | List the latest blobs published through Celestia Fibre with who signed them: time, namespace, size, fee in TIA, signatures against the validator set, share of stake that signed and whether it reached | typed |
list_fibre_events | List what happened on the Celestia Fibre network (Mocha testnet, mocha-5), newest first: blob payments, validators registering or leaving their Fibre host, status changes, host reconfirmations and esc | typed |
search_fibre | Search the Celestia Fibre history kept by Cumulo (Mocha testnet, mocha-5), live: give a transaction hash, blob id or commitment, a block height, an account (celestia1...), a namespace, a validator (na | typed |
list_repos | List the GitHub repositories that blobpedia has INDEXED for Celestia, with item counts. Read-only view of the Celestia index on this server — does NOT browse your GitHub account or arbitrary repos (us | typed |
list_github_discussions | List GitHub Discussions from Celestia repos (e.g. celestiaorg/docs) cached on this server, ranked by upvotes then recency. Celestia repos only, from the local cache — not arbitrary GitHub Discussions | typed |
get_github_discussion | Read one Celestia GitHub Discussion (celestiaorg/docs and other Celestia repos) cached on THIS server — full body plus comments — by an id you got from list_github_discussions on this server. Celestia | typed |
get_video | Get one Celestia-related YouTube video cached on this server (metadata plus transcript), by video id. Celestia-only cache — does NOT fetch arbitrary YouTube videos or search YouTube at large (use a de | typed |
list_videos | Browse Celestia-related YouTube videos cached on this server, filtered by channel/date/transcript availability. Celestia-only cache — does NOT search YouTube at large (use a dedicated YouTube tool for | typed |
get_foundation_info | Who runs Celestia: leadership and team members of the Celestia Foundation and Celestia Labs — names, roles and background — plus the headline figures from the official celestia.org About page. Use for | typed |
semantic_search | Semantic (meaning-based) search over the Celestia knowledge base (CIPs, Celestia/rollup/node docs, forum, whitepapers, blog, releases, ecosystem, YouTube transcripts, celestiaorg GitHub issues/PRs). C | typed |
get_started_guide | Personalized onboarding for building ON CELESTIA — running a node, posting a blob, or deploying a rollup that uses Celestia for data availability. ALWAYS use this when a developer asks how to get star | typed |
search_github_issues | Full-text search across blobpedia's indexed GitHub issues across Celestia repos. Celestia ecosystem only. Use to find prior reports, open bugs, or requested features. For a broader cross-corpus search | typed |
search_talks | Search blobpedia's indexed Celestia talks/videos (YouTube transcripts). Celestia-specific. Returns matches across title + transcript with a short snippet around the hit. | typed |
search_release_notes | Search across release-notes bodies of all indexed Celestia repos for a feature/keyword. Celestia-specific. Use to find which release first mentioned X. | typed |
get_operator_upgrade_notes | What a Celestia node operator has to know and do for each consensus app version, from the official release notes: required OS and glibc, binary and multiplexer changes, config changes, KMS and signer | incomplete |
find_security_patches | Surface release notes likely to contain security or CVE fixes. Celestia-specific. Heuristic: matches release bodies containing security / CVE / vulnerability / patch keywords. | typed |
find_maintainer_guidance | Surface forum posts authored by top-volume Celestia forum contributors (likely maintainers/core team) on a topic. Celestia-specific. Use when you want to weight expert voices over the general forum. | typed |
get_issue_status | Look up one GitHub issue or PR by repo + number. Celestia repos only. | typed |
find_code_examples | Find Celestia code snippets in forum posts on a topic. Filters forum_posts where the rendered HTML contains `<pre>` or `<code>` blocks AND matches the topic keyword. Celestia-specific. | typed |
find_expert | Rank likely Celestia experts on a topic across blobpedia: forum activity matching the topic, plus overall forum volume of that author. Celestia-specific. | typed |
ecosystem_dependency_graph | Map ecosystem_projects matching a topic to the GitHub repos that mention them, building a quick "who references these projects" picture. Celestia-specific. Useful for "who else is building around X?". | typed |
find_collaboration_opportunities | Given one Celestia ecosystem project, find others with complementary tags/category that could plug in. Celestia-specific. Lightweight heuristic: overlap of tags + adjacent categories. | typed |
diagnose_error | Paste a Celestia ERROR MESSAGE, stack trace, or error code and get the most likely resolved fixes from blobpedia history: forum threads where the same error was discussed, and related GitHub issues (e | typed |
get_breaking_changes | Compare two versions of one Celestia repo and return the release notes between them, plus any forum threads near the release window. Celestia-specific. Use when a developer is planning an upgrade and | typed |
detect_cip_dependency_chain | Walk the CIP `requires:` graph from a starting CIP or PR draft. Returns the full chain of prerequisites that must reach a settled status before the starting proposal becomes implementable, with each p | typed |
get_sdk_changelog | Fetch the release-notes body for one version across celestia-app / celestia-node / celestia-core / rollkit / celestia-openrpc. Celestia-specific. Returns the rendered release body with a link to the G | typed |
find_known_issues | Surface known UNRESOLVED problems matching a free-text description: forum threads with zero replies but high views, plus open GitHub issues. Answers "is anyone else hitting this?". Celestia-specific. | typed |
find_cip_for_feature | Given a Celestia feature or capability description, find the matching CIP(s) by searching titles and bodies. Celestia-specific. Use to answer "is there a CIP for X?". | typed |
get_latest_release | Get the single latest release (version tag, publish date, and GitHub release-notes link) for ONE NAMED Celestia repo: app, node, core, rollkit, or openrpc. Celestia-specific. Requires a package name a | typed |
get_radar | Get the Celestia Radar, blobpedia's curated feed of time-sensitive ecosystem alerts: breaking changes, upgrade deadlines, protocol changes and required node-operator/rollup actions, each with deadline | typed |
find_similar_projects | Find Celestia ecosystem projects most similar to a free-text description by matching across title + category + description + tags. Celestia-specific. Useful before proposing a project to check overlap | typed |
detect_drift | Find contradictions between docs, forum and GitHub on a topic. Returns counts of how each surface talks about it plus the most recent doc-page and forum statement so the caller can spot mismatches. | typed |
learning_path | Construct a structured Celestia onboarding sequence for a stated goal: whitepaper → relevant docs → CIPs to know → forum starter threads → talks. Celestia-specific. Topic-driven (distinct from get_sta | typed |
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